{"@context":"http://iiif.io/api/presentation/3/context.json","id":"https://lyrasis.aviaryplatform.com/iiif/542j67bg1x/manifest","type":"Manifest","label":{"en":["Exploring Library Vendor Products that Incorporate AI"]},"logo":"https://d9jk7wjtjpu5g.cloudfront.net/organizations/logo_images/000/000/166/original/LYRASIS_Learning.png?1631557479","metadata":[{"label":{"en":["Instructor"]},"value":{"en":["Sean Rife","Marc Cormier","Catrina Mitchum"]}},{"label":{"en":["Description"]},"value":{"en":["\u003cp\u003eAttend this webinar to learn about three key vendor products that incorporate generative artificial intelligence (AI) in innovative ways. Scite has developed an AI-powered Research Assistant that is trained on scholarly journal literature and cites its sources in its outputs. PowerNotes provides students the opportunity to learn with AI and educators the ability to tailor and build AI-enabled coursework with transparency and privacy in mind. Clarivate is also incorporating AI into its ProQuest and Web of Science products in a wide range of ways. Speakers will discuss these AI tools, how they were developed, and how they seek to avoid hallucinations and other flaws of AI, along with library and patron use cases.\u003c/p\u003e\r\n\u003cp\u003eLearning Outcomes:\u003c/p\u003e\r\n\u003cp\u003eUnderstand how vendors seek to develop reliable AI tools for academic users.\u003c/p\u003e\r\n\u003cp\u003eExplore academic use cases for AI integrated into vendor-provided library tools.\u003c/p\u003e\r\n\u003cp\u003eAnticipate ways in which AI will be incorporated into vendor tools in the future.\u003c/p\u003e\r\n\u003cp\u003eSpeakers:\u003c/p\u003e\r\n\u003cp\u003eSean Rife, Scite’s co-founder and a tenured professor of psychology at Murray State University.\u003c/p\u003e\r\n\u003cp\u003eMarc Cormier, Senior Manager, Product Management - ProQuest Central.\u003c/p\u003e\r\n\u003cp\u003eCatrina Mitchum, Curriculum Implementation Consultant, PowerNotes.\u003c/p\u003e"]}},{"label":{"en":["Date"]},"value":{"en":["2024-11-07"]}},{"label":{"en":["Language"]},"value":{"en":["English"]}}],"summary":{"en":["\u003cp\u003eAttend this webinar to learn about three key vendor products that incorporate generative artificial intelligence (AI) in innovative ways. Scite has developed an AI-powered Research Assistant that is trained on scholarly journal literature and cites its sources in its outputs. PowerNotes provides students the opportunity to learn with AI and educators the ability to tailor and build AI-enabled coursework with transparency and privacy in mind. Clarivate is also incorporating AI into its ProQuest and Web of Science products in a wide range of ways. Speakers will discuss these AI tools, how they were developed, and how they seek to avoid hallucinations and other flaws of AI, along with library and patron use cases.\u003c/p\u003e\r\n\u003cp\u003eLearning Outcomes:\u003c/p\u003e\r\n\u003cp\u003eUnderstand how vendors seek to develop reliable AI tools for academic users.\u003c/p\u003e\r\n\u003cp\u003eExplore academic use cases for AI integrated into vendor-provided library tools.\u003c/p\u003e\r\n\u003cp\u003eAnticipate ways in which AI will be incorporated into vendor tools in the future.\u003c/p\u003e\r\n\u003cp\u003eSpeakers:\u003c/p\u003e\r\n\u003cp\u003eSean Rife, Scite\u0026rsquo;s co-founder and a tenured professor of psychology at Murray State University.\u003c/p\u003e\r\n\u003cp\u003eMarc Cormier, Senior Manager, Product Management - ProQuest Central.\u003c/p\u003e\r\n\u003cp\u003eCatrina Mitchum, Curriculum Implementation Consultant, PowerNotes.\u003c/p\u003e"]},"provider":[{"id":"https://lyrasis.aviaryplatform.com/aboutus","type":"Agent","label":{"en":["LYRASIS"]},"homepage":[{"id":"https://lyrasis.aviaryplatform.com/","type":"Text","label":{"en":["LYRASIS"]},"format":"text/html"}],"logo":[{"id":"https://d9jk7wjtjpu5g.cloudfront.net/organizations/logo_images/000/000/166/original/LYRASIS_Learning.png?1631557479","type":"Image"}]}],"thumbnail":[{"id":"https://d9jk7wjtjpu5g.cloudfront.net/collection_resource_files/thumbnails/000/256/436/small/GMT20241107-180011_Recording_1920x1080.mp4_1731008436.jpg?1731008440","type":"Image","format":"image/jpeg"}],"items":[{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436","type":"Canvas","label":{"en":["Media File 1 of 1 - GMT20241107-180011_Recording_1920x1080.mp4"]},"duration":4443.56,"width":640,"height":360,"thumbnail":[{"id":"https://d9jk7wjtjpu5g.cloudfront.net/collection_resource_files/thumbnails/000/256/436/small/GMT20241107-180011_Recording_1920x1080.mp4_1731008436.jpg?1731008440","type":"Image","format":"image/jpeg"}],"items":[{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/content/1","type":"AnnotationPage","items":[{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/content/1/annotation/1","type":"Annotation","motivation":"painting","body":{"id":"https://aviary-p-lyrasis.s3.wasabisys.com/collection_resource_files/resource_files/000/256/436/original/GMT20241107-180011_Recording_1920x1080.mp4?1731008433","type":"Video","format":"video/mp4","duration":4443.56,"width":640,"height":360},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436","metadata":[]}]}],"annotations":[{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440","type":"AnnotationPage","label":{"en":["Transcript [Transcript]"]},"items":[{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/1","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Hi, everyone. Welcome and thank you for attending today's Lyricist Learning webinar, Exploring Library Vendor Products That Incorporate AI.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3.0,13.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/2","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"My name is Sam Eddington. I am the program leader for Lyricist Learning.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=13.0,17.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/3","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I'm really excited to be able to welcome you here today.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=17.0,20.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/4","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Just a couple of logistic notes before I turn this over to my colleague, Christy.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=20.0,26.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/5","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"You will receive a follow-up email after this event, honestly, probably tomorrow.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=26.0,31.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/6","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"it will contain a link to the recording of the presentation.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=31.0,36.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/7","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"a link to the slides.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=36.0,38.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/8","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And it will contain an evaluation survey.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=38.0,42.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/9","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"If you fill out that survey.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=42.0,44.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/10","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Then at the end of the month, we will send to you a certificate of attendance slash participation that you can use for any continuing education needs you may have.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=44.0,55.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/11","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We are fortunate to have with us","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=55.0,59.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/12","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Shania, who is our tech support and is amazing.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=59.0,62.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/13","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"She has just put her contact information there in the chat.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=62.0,66.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/14","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"If you experience any technical difficulties, please either email Shania","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=66.0,71.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/15","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"or not email, should I have messaged Shania there in the webinar chat","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=71.0,75.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/16","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Or call her at the telephone number she's provided. She will be able to get you up and running again as quickly and smoothly as possible.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=75.0,83.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/17","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I believe those are all of my notes before we begin. So I'm going to turn things over to my colleague, Christy Cortez to introduce our panelists.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=83.0,92.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/18","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Hi, everybody. It is Chrissy Urquieta-Cortez. I'm with the Content and Scholarly communication division of Lyricus, and I'm just going to be your facilitator today before I hand it off to our wonderful presenters.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=92.0,106.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/19","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So yeah, thank you all for joining us. And just remember our","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=106.0,110.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/20","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"whole presentation today is on exploring library vendor products that incorporate AI.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=110.0,115.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/21","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And our three speakers are Mark Cormier with Claret.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=115.0,118.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/22","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Katrina Mitchum with Power Notes and Sean Reif with Sight. They're each going to take about 15 minutes to present on how their organizations have incorporated generative artificial intelligence in innovative ways","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=118.0,131.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/23","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"into their subscription resources.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=131.0,134.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/24","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And then at the end, we'll do that Q\u0026A. So please put your questions into the chat throughout. And I think our Q\u0026A function is active, so you can use that as well.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=134.0,143.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/25","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But yeah, I'll turn things over to Mark to get us started.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=143.0,148.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/26","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"All right. Hopefully you can see my screen.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=148.0,150.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/27","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"There we go.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=150.0,152.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/28","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Yep, good. Thanks for the invitation, by the way. We really appreciate the opportunity to talk about the initiatives at Clarivate. They're broad reaching. If you're familiar with Clarivate. I work in the ProQuest side. My name is Mark Cormier.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=152.0,165.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/29","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I'm the product lead for ProQuest Central, ProQuest One Academic, and the ProQuest Research Assistant.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=165.0,171.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/30","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"There are a variety of research assistants that Claribit has implemented either active as products and features or in beta mode.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=171.0,179.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/31","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So I'm going to talk really broadly about Clarabit AI in general, talk a little bit about our strategy.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=179.0,184.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/32","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"a little bit about the technical implementations, and I'll talk very briefly about some use cases and some product implementations.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=184.0,192.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/33","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"If you want to see any more detail about any of these, whether it be Web of Science, ProQuest, Ex Libris.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=192.0,197.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/34","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Happy to funnel those conversations to whoever would answer them at our end on the Claribut side.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=197.0,204.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/35","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Or if you have questions specifically for me to happy to answer those as well.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=204.0,208.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/36","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"The focus was talking about how does Clearbit use AI? How is it different from other AI implementations? So we're going to start off","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=208.0,215.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/37","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"by talking specifically about","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=215.0,219.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/38","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"How does Claribit use AI?","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=219.0,221.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/39","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So hopefully our screens are moving along.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=221.0,226.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/40","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"If you're seeing a screen, a slide deck.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=226.0,229.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/41","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Just let me know if you're not, raise your hand. We're just going to talk about the three pillars of our strategy and our approach","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=229.0,236.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/42","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"to integration of generative AI and other AI features within the ProQuest platform, within Clarivit platforms.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=236.0,245.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/43","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Starting with how we add AI to existing solutions. So it's not just about","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=245.0,250.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/44","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"standalone solutions, we really want to do a better job of","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=250.0,254.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/45","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"bringing things, bringing AI features to the workflows that we support today.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=254.0,261.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/46","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"doing similar things to what we do in the past and do today, but doing it better with AI.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=261.0,267.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/47","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So these are more than just enhancements. You might think about these as maybe new capabilities and use cases within our existing offerings like Web of Science.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=267.0,275.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/48","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"ProQuest one products, eBook Central, etc.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=275.0,279.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/49","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Even with discovery as well. So maybe an example might be using natural language search within discovery as an example.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=279.0,286.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/50","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We're also looking at transformative AI. So these would be creating more new services and applications that we didn't or we couldn't before the rise of AI and the scalability of these features.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=286.0,298.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/51","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"imagining and implementing new solutions to","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=298.0,301.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/52","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"challenges that exist today. An example like that might be our Alethea academic coach. You can see in the central column.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=301.0,308.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/53","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"academic coach. Alethea is kind of flipping the common use models like ChatGPT. So instead of asking the user","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=308.0,316.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/54","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"questions, the chat bot is actually guiding the student through reading assignments. And in this interaction with students.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=316.0,323.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/55","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"amassing all the input from students to help craft essay documents. So there's a number of ways that we're looking at really transforming how we work and bringing new products that leverage AI.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=323.0,334.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/56","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"The last one is increasing efficiencies. And this is not just from a product standpoint.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=334.0,339.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/57","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"This applies to customer efficiencies and productivity, as well as improving our own backend processes.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=339.0,345.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/58","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"A good example might be using AI to enrich metadata, but doing it consistently and at scale.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=345.0,351.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/59","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And then the last piece of this puzzle is the underpinning of all three of these strategic initiatives, and that is the academic AI platform.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=351.0,361.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/60","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So in order to do the things that I've just talked about across our entire portfolio and to support multiple use cases at scale.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=361.0,368.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/61","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We've developed this platform and infrastructure that is designed to bring these use cases and support new ones to the market faster.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=368.0,376.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/62","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"The platform allows us to deliver an increasing number of capabilities, things like conversational discovery.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=376.0,384.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/63","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Article commentaries.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=384.0,387.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/64","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"but just doing this with a consistent user experience and at a higher scale. These are things that we could not do in the past.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=387.0,394.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/65","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We're doing all this with some unique assets that you see along the bottom.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=394.0,398.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/66","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"First, using authoritative and tested scholarly content, which is really the theme of this conversation.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=398.0,404.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/67","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"how we're leveraging this content in a responsible way and using generative AI, but also","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=404.0,410.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/68","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We're embedded in workflows. Web of Science is a great example of this scholarly workflows that we support today, bringing AI functionality directly into those workflows.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=410.0,420.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/69","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But it's also secure and private, which I'm going to talk about as a special aspect of our AI platform.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=420.0,425.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/70","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Speaking of which, this platform is built to deliver core capabilities. I've mentioned some of them on the previous slide, things like conversational discovery.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=425.0,434.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/71","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Document insights, visualizations, data visualizations, metadata generation, analytics, all of these things.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=434.0,443.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/72","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But delivering them consistently and at higher scale across all of our products and content operations.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=443.0,449.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/73","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"One of the key advantages of the platform is the ability to do this in a safe and secure environment. So we're looking at privacy and data security.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=449.0,457.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/74","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And also optimizing access to a number of LLMs securely on the back end.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=457.0,463.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/75","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I work with a platform team on the product side to develop these features responsibly.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=463.0,470.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/76","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"with a lot of governance focused on respect for copyright, as you can imagine, intellectual property.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=470.0,477.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/77","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"and privacy. We also work with advisory boards, some of which I manage, but also a global AI","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=477.0,483.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/78","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"advisory council, the names of which you would recognize probably a lot of them, and they really help us understand","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=483.0,491.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/79","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"the use cases, but also provide feedback and look at results of our own testing to really help gauge","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=491.0,498.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/80","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"the efficacy, the accuracy, and the value of these tools, but also the transparency of them as well.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=498.0,504.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/81","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We're going to talk about that transparency next to really focus on","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=504.0,508.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/82","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"You know, understanding what the advantages are, but also the disadvantages and the things that we need to stay mindful of things like","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=508.0,515.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/83","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"hallucinations, et cetera. We need to acknowledge and mitigate the instance of these as they happen.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=515.0,522.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/84","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Since the first beta, we've remained committed to keeping kind of research and learning integrity at the heart of everything we do in this AI program.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=522.0,530.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/85","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So it's about providing trusted solutions, which our customers subscribe to already, but do it in a transparent way.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=530.0,536.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/86","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And do it responsibly.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=536.0,539.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/87","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Unlike a lot of the Gen AI tools that you see today, including the kind of the OG ChatGPT, we provide users with sources and analysis that's based on","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=539.0,547.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/88","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"the current academic content within the Clarivate ecosystem that includes Web of Science.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=547.0,552.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/89","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"ProQuest, etc.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=552.0,554.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/90","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"It does not insure fully against errors, as we know. That is one of the byproducts of using large language models, but we are evaluating testing","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=554.0,563.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/91","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And validating results on a continual basis, both with human and automated testing.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=563.0,569.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/92","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And we do it constantly to minimize these risks.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=569.0,572.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/93","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We also collaborate with publishers that have a clear definition","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=572.0,575.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/94","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"of copyright and user permissions. So we're able to bring that copyright clearance and that","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=575.0,581.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/95","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"the agreed upon rights to users when they're analyzing full text or even ANI data.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=581.0,587.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/96","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We also ensure proper attribution and citation of works, which I'll show you in just a second as well.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=587.0,594.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/97","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=594.0,596.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/98","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"since the first, as you can see from this graph, it's kind of busy, but we've been busy as well. So it's an exciting time for us. There's several beta and product releases that are active in the market today.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=596.0,607.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/99","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And we have some new ones that are coming around the corner starting in the new year and a couple of classroom betas for research assistants starting in December.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=607.0,614.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/100","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So we've been busy over the last 12 months. We've focused with customers to understand what the most important impactful use cases are where AI would have a significant impact.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=614.0,625.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/101","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"These are the four types of implementations that we take a look at and that we're actively pursuing and building. The first one being a research assistant.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=625.0,633.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/102","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So this is bringing kind of AI powered research and discovery capabilities into our core library research and learning","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=633.0,641.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/103","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"products and tasks.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=641.0,643.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/104","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"The second one focuses on analytics assistance. A lot of this is focused on Web of Science, as you can imagine, but it's really new ways to engage with the existing data.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=643.0,652.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/105","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"It helps users ask questions in natural language, build specific narratives and summarize key trends, et cetera.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=652.0,660.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/106","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"All around the existing products that exist in Web of Science today.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=660.0,665.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/107","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Metadata assistants are also something we're pursuing. So things like helping catalogers generate and enrich metadata records more efficiently and at scale. And then finally, a learning assistant. I'd mentioned our Alethea product in an earlier slide.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=665.0,679.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/108","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Which is really just using AI to guide students through their reading assignments and course materials interactively, but it's driven and led by faculty.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=679.0,688.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/109","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So following the successful launch of these betas, we're both with WAS and the Primo research assistants. Those are active today in the market. We also have a broad number of betas that are active today. I manage one of those, which is the ProQuest Research Assistant.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=688.0,702.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/110","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But we also have the WAS Research Intelligence Assistant, ALMA metadata assistant in beta as well. So we're consistently testing these.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=702.0,712.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/111","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Here's just a few of the kind of backend efficiencies that we're considering as well and actually building proof of concepts for things like mentioned","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=712.0,720.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/112","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"enriching mark records and metadata generation, but also things like customer care initiatives where","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=720.0,726.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/113","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We're using AI and natural language search within our own backend systems to improve response times.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=726.0,732.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/114","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"and the efficacy of support calls.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=732.0,734.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/115","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So this is just a few examples of things that we're doing internally to help our interaction with customers and in some cases, end users to use our products more effectively.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=734.0,745.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/116","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So let's talk a little bit about how Clarivit's AI works.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=745.0,750.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/117","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We're going to get into some details. So again, you'll have these slides in the slide deck after. And if you have any questions, by all means, let me know.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=750.0,757.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/118","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"It's important at this point to highlight that there's two distinct components in the Clarivate AI platform. So there's a large language model. Of course, we're becoming all familiar with those, but","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=757.0,767.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/119","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"You can think of that as the brain that kind of learns languages and it identifies patterns and develops","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=767.0,773.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/120","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"higher level concepts out of data.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=773.0,775.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/121","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"It does that through training and fine tuning. And that just includes continuously feeding that","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=775.0,781.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/122","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that brain, that LLM with content to help find additional language patterns.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=781.0,786.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/123","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Once you're at that point, you can ask an LLM a prompt and it's going to provide a response based on its language capabilities and the training data that was used to train it.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=786.0,796.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/124","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But in our case, for clarovitz instantiation of AI, you can also apply those language capabilities on a corpus of content that's external to the LLM.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=796.0,806.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/125","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"In other words, you can use the LLM only for its language capabilities, but not for its knowledge. And that really constitutes how we use AI in our customer-facing initiatives and product releases.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=806.0,818.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/126","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"across Claribit. So it uses a method called RAG, which is retrieval augmented generation","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=818.0,824.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/127","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"to apply these language models on Clarivate's content across Primo, ProQuest, Full Text Resources, WASP core collections, et cetera.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=824.0,833.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/128","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"The key point around this is that the generative AI output delivered by these products is grounded in this content.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=833.0,841.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/129","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that users subscribe to, customers subscribe to. So we use the LLM for its language capabilities only and not as a source of facts or information in the output. We're not training our own LLMs. We're using pre-trained models.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=841.0,855.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/130","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Which one we use is really going to depend on the product and also depend on the use case that it's supporting.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=855.0,861.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/131","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"For instance, for the ProQuest research assistant, we're using GPT 4.0 Mini. So again, it's going to depend on what the use case is and the product. The LLM will be chosen accordingly.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=861.0,875.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/132","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We do work with AI 21 and OpenAI and other models as well.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=875.0,880.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/133","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But again, these are really tailored toward the specific use cases they're designed to support.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=880.0,885.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/134","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So getting a little bit deeper into the weeds.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=885.0,888.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/135","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"where we differ from general purpose large language models and products that you might be familiar with that students are using.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=888.0,895.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/136","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Again, is this rag or retrieval augmented generation. This helps ensure that the knowledge that informs the response that you get from the LLM that we're using","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=895.0,904.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/137","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"is bound by that product's content. So whether it's Web of Science, that's all you get is an answer based on Web of Science content. That same thing applies to ProQuest, eBook Central, et cetera.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=904.0,915.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/138","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"You'll only get answers that are bounded or based on that product's content, and we're not relying on the wider internet or wider training material.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=915.0,923.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/139","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"to answer those questions. So based on this graph, briefly walk through what happens is a query is interpreted by the LLM.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=923.0,930.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/140","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"It's then turned into a search that works across the content repository that you can see on the right-hand side.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=930.0,937.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/141","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And then the results of that query, so the answers are then sent back into the ELLM and it basically just extracts the information from that content","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=937.0,945.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/142","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"and uses it to formulate a response.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=945.0,948.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/143","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Oops, I apologize.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=948.0,950.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/144","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I just went over a couple of screens.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=950.0,954.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/145","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So once that happens, once the LLM has then brought back out results.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=954.0,960.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/146","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"They're evaluated, they're sent to a pre-trained LLM, and it's extracting information and formulating an answer based on the instructions that we send as part of a prompt.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=960.0,971.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/147","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that content then is presented to the user. It's based on our content, based on the subscriber content.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=971.0,977.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/148","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And not based on the training data itself.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=977.0,982.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/149","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So as you can imagine, this comes with some difficulties as far as testing and quality assurance.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=982.0,989.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/150","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We're looking at a number of implementations of AI, for instance, in the ProQuest Research Assistant, we're looking at it at the search and result level, but also at the document level.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=989.0,998.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/151","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So we have different metrics that we're testing from a QA standpoint. You can see them on the left-hand side for document retrieval.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=998.0,1003.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/152","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And then the actual output at the document level, looking at things like aboutness and usefulness.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1003.0,1009.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/153","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"in the output. So there's difficulties with this. There's inconsistent output from LLMs, which you have to deal with. So it becomes tough","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1009.0,1018.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/154","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"to actually test that output.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1018.0,1021.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/155","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And traditional QA techniques often can't be applied to LLMs. Human testing is always in the loop. There is always a human","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1021.0,1028.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/156","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"human division that's in the loop that's testing the output of the LLMs.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1028.0,1033.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/157","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But there is difficulty in understanding what and where to test in this reg architecture, depending on what the use case is that we're serving.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1033.0,1040.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/158","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"It can be highly complex. There's internal evaluation, but there's also external evaluation.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1040.0,1047.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/159","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So the ProQuest research assistant, for instance, which I work with our UX team, has done a massive amount of testing.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1047.0,1055.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/160","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And it's been ongoing for hours, weeks, months. This is coordination and interaction with librarians.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1055.0,1061.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/161","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"students, faculty, including, as I mentioned before, some in-classroom beta testing as well.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1061.0,1067.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/162","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"It includes direct one-on-one interviews, usability tests and activities, lots of surveys.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1067.0,1074.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/163","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We're constantly channeling results of our work with a number of advisory boards.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1074.0,1079.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/164","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But the first thing that we ask before any of this started was really just understanding the impact of AI and","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1079.0,1086.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/165","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"trends that were existing in the academic space before we even began to work on it.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1086.0,1091.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/166","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that really helped us balance the value of supporting particular use cases and workflows.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1091.0,1096.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/167","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"as they related to Web of Science, ProQuest products, et cetera.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1096.0,1100.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/168","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So I know I'm running out of time, but I'm going to talk a little bit about product implementation.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1100.0,1105.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/169","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So the first one that I talked about is one that I'm managing specifically. This is the ProQuest Research Assistant.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1105.0,1110.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/170","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"If you have PQ1 products, you might have seen this on results already.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1110.0,1114.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/171","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"This went live in September.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1114.0,1117.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/172","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"This focuses the large language model in a number of areas, and we're also using a topic model from","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1117.0,1125.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/173","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"web of science to do synonym expansion.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1125.0,1129.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/174","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"at the search level. So the first thing that you'll see when you're using these products is key takeaways that are derived using the LLM's analysis of a single document. We also provide additional guidance like","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1129.0,1142.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/175","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"narrowing and finding a research topic and also looking at core concepts that are surfaced through entity extraction in these documents. But as I mentioned before, there's also this","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1142.0,1152.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/176","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"search assist feature where we're surfacing synonyms or related terms to your query to help expand","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1152.0,1159.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/177","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"not only your understanding of the vocabulary and glossary of terms related to your search, but also add them directly to your search to craft a more precise and more accurate set of results.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1159.0,1171.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/178","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So looking at ProQuest Research Assistance specifically.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1171.0,1174.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/179","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"There's two pathways that we're supporting with this implementation.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1174.0,1179.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/180","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"we're trying to find users with these features where and how they would find them in the normal use of these products. So based on usage studies, we know that","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1179.0,1189.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/181","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"The majority of users come to ProQuest from a discovery service, from a LibGuide or some other external","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1189.0,1196.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/182","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"referring URL or source. They're gaining access to a document","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1196.0,1200.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/183","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"directly on the ProQuest platform from somewhere else, and they're not coming from a native search page.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1200.0,1205.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/184","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"For those users, the research assistant is automatically going to appear for documents over 150 words in length and provide insights about the article right alongside it.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1205.0,1214.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/185","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"you can see that highlighted on the right hand side here. I'm going to show you those in more detail in just a second.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1214.0,1220.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/186","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"That second pathway, starting the search, is for users that are using our native search platform.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1220.0,1227.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/187","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"The research assistant is going to provide additional search terms to help users find a smaller, more focused set of results. So if we were to start off thinking about that use case.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1227.0,1237.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/188","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"for users that are using one of our products, maybe from an A to Z list.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1237.0,1242.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/189","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"They land on the homepage or the search page of that product","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1242.0,1246.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/190","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And they get results.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1246.0,1249.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/191","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We know that students often struggle to form effective search queries at the start, which is search.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1249.0,1255.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/192","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"For those users, the ProQuest Research Assistant is going to provide related terms and synonyms","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1255.0,1261.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/193","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that are based on the search terms that they're using already that can help create more targeted search queries.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1261.0,1266.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/194","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So by adding any of the suggested search terms that you see in these little pills or these little boxes.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1266.0,1273.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/195","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"By adding any of these, they're going to get a more robust Boolean query. They're not even going to know that they're building a Boolean query. So these are added along the way.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1273.0,1283.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/196","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And you can see the benefit once you add one of these terms from our suggested terms.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1283.0,1289.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/197","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that we're reducing the number of results. And if you're looking at something really broad like COVID in a really product like ProQuest Central, you're going to get a lot of results back.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1289.0,1297.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/198","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So this is a great way of kind of refining, but at the same time, illuminating key concepts or terms that are related to your search that might be useful to you and actually more relevant.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1297.0,1307.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/199","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"than what you thought. So clicking on any of these results that are greater than 150 words in length is automatically going to generate that research assistant.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1307.0,1316.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/200","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Let's imagine in this use case, we clicked on one of these documents and then we move on to the document view.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1316.0,1322.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/201","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So for users that follow the path that I just showed you from the homepage search or for users that are coming from discovery and land on a document view.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1322.0,1331.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/202","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"They're then going to see the research assistant generate key takeaways and other insights at the document level.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1331.0,1338.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/203","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So the three components of the research assistant that the document view are shown here. They provide analysis of this single document","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1338.0,1346.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/204","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"It helps students understand what the document is about, uncover details about it.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1346.0,1351.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/205","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And it's relevance that they would only get by actually reading the article or maybe looking at an abstract.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1351.0,1359.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/206","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So we start on the right-hand panel with key takeaways of the article.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1359.0,1362.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/207","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"This is built by the LLM to help users understand what the article is about. It's about aboutness. And often in just a sentence or two. So the section that includes other topics, it also mentioned in the document.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1362.0,1377.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/208","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"a brief summary of why the document is relevant to the user's query.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1377.0,1380.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/209","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"or the subject of the article.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1380.0,1382.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/210","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Below the key takeaways, that second box.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1382.0,1386.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/211","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I apologize, I'm using my mouse again to navigate.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1386.0,1390.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/212","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Below the key takeaways, users are going to see a list of important concepts that are extracted from the document using DLM.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1390.0,1396.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/213","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"This includes a definition and an explanation of why the term is relevant to the document itself.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1396.0,1403.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/214","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"The concepts are also hyperlinked. So if I were to click on COVID-19 or academic stress in this case.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1403.0,1409.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/215","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"it's going to execute a new search in a new window. So you don't leave this session.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1409.0,1414.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/216","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But it's a great way of finding more content about these specific concepts that maybe you want to familiarize yourself with as a student.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1414.0,1422.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/217","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"COVID-19 academic stress, maybe not so much, but maybe ivermectin as a treatment if it's mentioned in the article.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1422.0,1428.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/218","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"This would then start a new search or a new search, and then you would find information about that article.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1428.0,1435.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/219","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So in the last section below that suggested topics, this is an on-demand feature. So both the key concepts and suggested research topics","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1435.0,1446.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/220","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"are on demand. Key takeaways generate automatically.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1446.0,1449.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/221","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So the research topics are suggesting potential topics that a user might be interested in to expand their knowledge about the subject or the document they're reading about right now.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1449.0,1460.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/222","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So they might use this for guidance when they're trying to decide what topics they want to write about. It's a great way of surfacing topics that are related to the document.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1460.0,1470.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/223","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But also in addition to what's related to the document. So it's a great way of finding new research, but maybe a new topic along the way.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1470.0,1477.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/224","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"The last one I'm going to talk about for time's sake is the Web of Science Research Assistant.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1477.0,1484.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/225","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We've built this as a way of helping Web of Science users really understand all the capabilities that come with Web of Science.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1484.0,1494.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/226","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And get more interaction and more out of their interaction with Web of Science Core Collection content.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1494.0,1500.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/227","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So the main thing is designed to help users understand and search more differently to find papers in a really big sea of content, as you can imagine.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1500.0,1509.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/228","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"It's also designed to help researchers navigate complex research tasks. It incorporates analytics into the search and discovery.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1509.0,1518.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/229","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"users don't need to know how to build out these searches. They can do it without the expertise that maybe power users have. So it's a great way of bringing information and tools","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1518.0,1530.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/230","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that are embedded within the Web of Science to users that might not be familiar with them or might not have the expertise to really","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1530.0,1537.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/231","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"gain from using all of the detailed","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1537.0,1540.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/232","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"features that are in WAS. So this was the original one that was built out in 2023. This beta launched in","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1540.0,1547.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/233","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"December of last year, January of this year. So it was the first time that our product teams like mine were able to work with developers and outside testers to really understand","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1547.0,1559.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/234","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"What does it look like to bring AI into our platforms? So you could consider this maybe the foundational effort","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1559.0,1566.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/235","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"in starting to work across our product teams.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1566.0,1569.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/236","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"with developers to see how we can package this technology in a way that","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1569.0,1573.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/237","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"is transparent and obvious, but also elevates the user experience. One of the things we did with WASP was include these research assistant or assistant type guides","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1573.0,1584.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/238","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"to help users understand the use cases and how each of these tools work. So it's not just about implementing the AI and the features.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1584.0,1593.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/239","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"but also illuminating them in a way and making them more obvious what the value of using them would be.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1593.0,1600.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/240","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So you can see there's a few other research assistants. I know I don't have time because I've gone over already, but","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1600.0,1607.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/241","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"If you have any questions about these, please do let me know. We have the Primo Research Assistant in beta. We also have the","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1607.0,1614.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/242","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Alma metadata assistant in beta, and a few other things as well so","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1614.0,1619.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/243","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I know I went kind of fast. There's a lot to talk about. If you have any questions, you'll have my contact information.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1619.0,1624.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/244","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Happy to answer any questions at that point or in the Q\u0026A after this.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1624.0,1630.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/245","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Thank you so much, Mark. And then I'll pass it over to Katrina.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1630.0,1635.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/246","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"for power notes.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1635.0,1644.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/247","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I was so busy trying to click share, I lost my microphone. Hi, everybody. I am Dr. Katrina Mitchum and I am a curriculum implementation specialist with Power Notes. And I come to Power Notes","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1644.0,1656.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/248","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"First, as a researcher and then as a teacher. And so I think it's really important to give you a little bit of background on Power Notes because the AI tools in Power Notes are actually kind of enhancements for the things that it already does.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1656.0,1669.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/249","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So Power Notes is first a reading research and writing tool, and it has two parts. It has a web app and it has a browser extension.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1669.0,1679.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/250","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We won't really be getting into details about how to use those because we don't have time and the assignment was just the AI, but I am going to be starting after I show you some of the transparency pieces, I'm going to be starting in the browser extension.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1679.0,1695.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/251","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So one of the benefits to","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1695.0,1699.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/252","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Power Notes use of AI is actually the ability for instructors to control","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1699.0,1706.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/253","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"whether or not the AI is allowed, right? So all of the tools that I'm getting ready to show you, there's two of them, are going to be able to be turned on and off at the instructor assignment level.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1706.0,1717.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/254","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And so this is just a","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1717.0,1719.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/255","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"an example of what an assignment set up space looks like. And there's a section on the bottom right where you can enable the AI assistant","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1719.0,1728.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/256","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Which is in the web app, the selection of highlights, which is our closed prompting feature in the web app.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1728.0,1735.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/257","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And then enabling AI discovery. And so as an instructor.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1735.0,1740.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/258","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"you can turn all of these things on and off in individual assignments, but also as an assignment is going along. So if there's an instance","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1740.0,1748.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/259","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Where you don't want students using AI, you can turn it off and then turn it back on when you're ready for them to use it.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1748.0,1755.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/260","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Okay, so we are going to go over the AI discovery tool first, and this is in the browser extension.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1755.0,1763.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/261","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"To me, the really big benefit to it is helping students with reading.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1763.0,1768.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/262","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"especially having the ability to turn things on and off.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1768.0,1771.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/263","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So it helps with summarizing, finding sources, focusing in answers without hallucination.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1771.0,1778.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/264","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"and AI literacy. So I'm just going to jump right in.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1778.0,1783.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/265","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Two…","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1783.0,1785.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/266","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"This one. So I've got benefits of coffee is my go-to","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1785.0,1790.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/267","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But this is a Science Direct article. Power Notes has","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1790.0,1796.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/268","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"collaborations with all of the databases. And so once we are connected to your library.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1796.0,1801.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/269","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"everything that happens within the Power Notes tool will pull from your library.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1801.0,1808.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/270","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And you can annotate and take notes and interact with the AI.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1808.0,1814.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/271","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"through any resource available in your library.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1814.0,1818.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/272","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Okay, so when you first come into the power notes browser extension, the sidebar pops up.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1818.0,1823.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/273","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And the third icon in is our discovery tool. And so this is our AI piece.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1823.0,1829.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/274","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And when I click on that, it gives me a power summary.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1829.0,1834.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/275","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"It gives me a list of research topics. And if I click on any of these research topics.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1834.0,1839.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/276","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"It will.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1839.0,1842.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/277","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"generate a rabbit hole for me to jump down. There we go. So right now I am connected","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1842.0,1847.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/278","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"to Google, but this would be potentially connected to your institutional library.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1847.0,1854.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/279","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So I'm going to go ahead and click on that.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1854.0,1857.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/280","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And you can see it just opens up the other article where I can continue to","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1857.0,1862.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/281","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"fall down the rabbit hole as far as as far as I would like. But this feature and the summary feature","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1862.0,1869.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/282","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"are two that you can have students doing some of this work on their own and then coming back in and comparing it to what the AI","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1869.0,1879.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/283","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"is telling them what are potential topics or","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1879.0,1884.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/284","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"what the AI's summary of it is.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1884.0,1888.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/285","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And then the third piece of the","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1888.0,1892.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/286","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"AI discovery tool is a Q\u0026A. And so it automatically generates three questions and three answers.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1892.0,1899.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/287","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And because","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1899.0,1901.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/288","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"This is narrowing the world of the AI to just what's on this page.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1901.0,1909.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/289","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"You can ask it questions like","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1909.0,1912.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/290","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"What is the beginning of life?","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1912.0,1917.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/291","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And it will not tell you 42. It will tell you that it is not related. And that continues to be in all of our testing, that continues to be the case. We've had this tool since","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1917.0,1929.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/292","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Last year, um, and","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1929.0,1932.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/293","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"It has yet to give us anything that isn't something that we can find on the page.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1932.0,1938.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/294","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And students can continue to ask questions.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1938.0,1941.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/295","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"of the AI for the thing that they're reading right in front of them.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1941.0,1947.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/296","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So to do the next part, I am actually going to","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1947.0,1951.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/297","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"do a little bit of highlighting. So this is the only bit of the tool you'll get to see that is","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1951.0,1957.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/298","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"not AI related. So you highlight things, you can take notes here","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1957.0,1965.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/299","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And they populate directly in your project.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1965.0,1969.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/300","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"highlight a couple of other things.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1969.0,1972.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/301","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"This.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1972.0,1974.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/302","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"you know notes and this works on","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1974.0,1977.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/303","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"regular websites as well. So I'm going to go in here and collect","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1977.0,1982.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/304","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"some more","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1982.0,1985.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/305","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Smart things.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1985.0,1988.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/306","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Okay, so now what I am going to do is I am going to go into the web app. So this is what the web app looks like. I have already set a little bit of this up.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=1988.0,2000.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/307","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"You can see it's already pulled over the quotes that I've taken. And then I had already put some AI prompts in here. And so that's something that","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2000.0,2007.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/308","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that instructors could do for their students.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2007.0,2010.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/309","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So the brainstorm with AI tool is up at the top of the web app.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2010.0,2014.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/310","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And you can ask it","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2014.0,2016.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/311","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"anything like you would chat GPT or any other","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2016.0,2020.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/312","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"AI chatbot.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2020.0,2022.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/313","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But the really cool thing about this feature is that you can actually select anything that you've added to the outline and creates this really kind of closed prompting space","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2022.0,2033.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/314","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So that the AI is pulling its knowledge base from the things that you have collected for this particular project.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2033.0,2040.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/315","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And that could be the prompts that can be students own writing, and it can also be any of the research that they have done.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2040.0,2047.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/316","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"and collected up to the point that they're starting to use the AI tool.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2047.0,2051.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/317","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So I might say, so I can type directly in there, but I'm not going to because I just want to show how you can use these.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2051.0,2058.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/318","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And then I might actually just pick all of these because I can. And I might say use","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2058.0,2063.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/319","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Prompt one.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2063.0,2066.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/320","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"sample voice.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2066.0,2069.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/321","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"All right. Summary.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2069.0,2071.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/322","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"the notes.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2071.0,2079.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/323","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Okay, so you can see that everything, all of the cards that I asked it to use, you can see them directly above my actual prompt.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2079.0,2087.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/324","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"They'll always be highlighted in yellow.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2087.0,2089.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/325","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And then it actually did a pretty good job of pulling in my voice, but you can see the AI assistant is in purple. And then as a student, I can add this","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2089.0,2101.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/326","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"to my outline. So I'm going to go ahead and add it here.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2101.0,2106.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/327","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And it comes down","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2106.0,2108.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/328","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And you can see that it's here. So I might say I actually don't really","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2108.0,2114.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/329","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"like this piece and I can delete it. And when I delete something, I can always view the difference. So as this teacher and the student, you can see the red line and you can also see","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2114.0,2128.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/330","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Any…","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2128.0,2130.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/331","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"anything you add.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2130.0,2133.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/332","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So that becomes green. So anything added becomes green. Anything taken out becomes red.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2133.0,2139.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/333","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And it's always going to be marked as brainstorm with ai","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2139.0,2143.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/334","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"the flavor of large language model that was used. And so in power notes, you can pick and choose the large language model that you want to connect to it. We even have some institutions that we're working with","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2143.0,2156.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/335","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that have decided they want to test out a bunch of different ones. And so we are turning different large language models off and on.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2156.0,2164.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/336","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So they can compare across different projects what the AI output has been.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2164.0,2169.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/337","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And then you can always also see the original AI output. So as the instructor and as the student, you can always track","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2169.0,2177.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/338","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"where the AI is coming from and where it's being pulled in from within the project.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2177.0,2184.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/339","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Which really aids like the transparency of, you know, teaching AI literacy","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2184.0,2189.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/340","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And making it kind of a safe space, right, to use AI as a student and an encouraging space to use it as a teacher.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2189.0,2198.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/341","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"You also…","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2198.0,2200.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/342","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"As a teacher, in addition to being able to see any individual project, there are activity logs","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2200.0,2207.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/343","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that will show everything that students have been doing in a project. This is a previous project that's got a lot of stuff in it.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2207.0,2214.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/344","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Just so you can see everything, but also the things that I have been doing with the AI, the AI assistant responded.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2214.0,2222.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/345","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"The other thing that you can do with the AI tools","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2222.0,2227.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/346","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"is oops, I clicked on the wrong one.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2227.0,2231.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/347","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"There we go. There is a word processing tool within Power Notes. And what that will do is it will let students take anything that they have","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2231.0,2242.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/348","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"built up in this outline. So any of the AI, any of the notes that I've taken, any of the quotes that I've pulled.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2242.0,2248.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/349","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And you can pull it into a word processing space.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2248.0,2252.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/350","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And as the teacher, when they submit","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2252.0,2256.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/351","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"submit their word process document to you","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2256.0,2262.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/352","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"it will actually track where everything came from. So that's not to say that students","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2262.0,2269.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/353","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"have actually used AI outside of power notes, but it will tell you things that have been copied and pasted.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2269.0,2276.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/354","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So when I turn on the review mode here.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2276.0,2279.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/355","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"you can see that anything that is not highlighted at all is something that the student wrote or is a citation.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2279.0,2288.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/356","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Everything in blue came from the AI within Power Notes.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2288.0,2293.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/357","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And then down here, the yellow is the text that was pasted. So you can see things that were copied and pasted from outside of the Power Notes platform.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2293.0,2302.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/358","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Which really can open up conversations as opposed to making accusations, which is a really, I think, a really nice feature of being able to have","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2302.0,2313.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/359","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"conversations with students about, you know, why did you exactly","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2313.0,2318.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/360","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"type copy and paste this thing in at 1159 p.m.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2318.0,2326.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/361","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And I got away from my slides because I got so excited about sharing the actual things.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2326.0,2331.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/362","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But it can help with analysis and synthesis within","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2331.0,2336.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/363","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"within the app web app itself. And that's what I was showing you here.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2336.0,2344.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/364","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Okay, I tried to keep this very short.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2344.0,2349.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/365","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But if you want to explore more, you can check out our Power Notes AI tools. I have a journey that really breaks down what these two tools","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2349.0,2358.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/366","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"are and different possibilities for using them within power notes","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2358.0,2362.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/367","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And within a specific curriculum. And you can always reach out.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2362.0,2371.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/368","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Thank you so much, Katrina.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2371.0,2376.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/369","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Then I'll pass it over to our","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2376.0,2381.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/370","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Last mini presentation of the afternoon.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2381.0,2383.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/371","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Sean with sight.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2383.0,2386.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/372","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Great. Yeah. Thanks. Thanks, everyone. Really great to see what everyone's working on out there. Let me go ahead and share my screen.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2386.0,2397.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/373","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So yeah, my name is Sean Reif. I'm with Sight, now part of the Research Solutions family.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2397.0,2404.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/374","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I'm going to actually spend the vast majority of my time actually going over our, you know, kind of just as Katrina just did, going over actually what we offer.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2404.0,2414.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/375","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We have three major products that I'll go through individually, and each one of them uses AI in some way, the last one being the most obvious. But I'll just start out and briefly say that we make site for researchers by researchers.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2414.0,2429.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/376","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We're founded by PhDs. My background is in social psychology. I'm also a faculty member at Murray State University.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2429.0,2437.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/377","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I'm doing research in the classroom and working on site. And so I think I have a decent handle on sort of what the needs are.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2437.0,2445.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/378","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"The big thing that differentiates sight","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2445.0,2447.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/379","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"is our data. So we have ingested millions and millions of full text academic papers","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2447.0,2455.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/380","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And index them in our database.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2455.0,2458.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/381","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And that is sort of the highlight of what I think makes our product different than some others, not all of them, but some others.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2458.0,2466.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/382","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"In addition to having access to open access papers.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2466.0,2471.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/383","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"author posted versions of papers. We also have indexing agreements with major publishers who will send us their back catalog as well as an ongoing deposit of new papers.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2471.0,2481.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/384","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So we're constantly ingesting data from both open access and closed access sources.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2481.0,2486.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/385","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And we're also pulling out what we call citation statements. So that's the text surrounding a citation and then classifying them. That's where the AI comes in in one point.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2486.0,2497.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/386","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And consolidating all that information in one place.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2497.0,2501.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/387","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So I'm going to talk briefly about what I think of as our three major products. One is an evaluation tool. The other is a discovery tool. And then the third is an AI chat tool.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2501.0,2513.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/388","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"That I think really sort of combines the two with the process of discovery and evaluation.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2513.0,2519.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/389","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So I'll go ahead and just switch over here.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2519.0,2523.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/390","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So this is our first major product. It's first that I'm talking about. It's also the first one that we introduced a number of years ago.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2523.0,2532.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/391","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"This is what we call an article report page. So this is referencing an article that I wrote as I was finishing up my graduate work. It's on human subjects data collection over social media.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2532.0,2543.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/392","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And what makes cites article reports different is what's in these text boxes down here.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2543.0,2549.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/393","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"You know, we're providing some metadata about this paper, links to the full text of the article","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2549.0,2555.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/394","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But we're actually in these text boxes displaying not text that's from my paper, but actually text from articles that are citing my paper","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2555.0,2563.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/395","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And with each one of those, we call them citation statements, with each one of those, we are classifying them as one of three types. So supporting citation is an example of this one right here. These results closely parallel those of Reif et al.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2563.0,2578.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/396","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"The other side of that would be what we call a contrasting citation. So we failed to replicate rife at all, or these are inconsistent with Rife at all.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2578.0,2586.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/397","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"or the majority case for this paper and most papers is what we call a mentioning citation. That's where you're mentioning one paper sort of in passing, but not necessarily making any kind of comparative or evaluative statement about it.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2586.0,2599.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/398","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We have these records for anything with a DOI, and this provision of those citation statements is what we use that full text data from, be it open access sources or closed access sources through our indexing agreements.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2599.0,2614.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/399","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So that's the first product that we introduced and sort of the basis for a lot of the other things that we do that I'll talk about here.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2614.0,2625.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/400","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"The next product that we introduced is a discovery tool. So I'll go ahead here and just do a basic query for a class of drugs and a condition that that class of drugs is often used to treat. Beta blockers and hypertension.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2625.0,2640.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/401","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"You'll see that we've got 6,000 search results and you can sort and filter them by author affiliation, the journal they appeared in, the type of publication.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2640.0,2648.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/402","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We also have the ability to build out a proper full-on Boolean query. So if that's how you're used to interfacing with a search tool, you can totally do that with site.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2648.0,2659.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/403","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But one thing that makes our discovery platform different, again, is","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2659.0,2664.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/404","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Well, related to AI is the fact that we have curated all those citation statements and using a neural net classified them as one of three types, supporting mentioning or contrasting.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2664.0,2676.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/405","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So you can, for example, tell the system, hey, for this search, only show me search results that have at least 10 supporting citations.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2676.0,2684.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/406","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"made to them. So these are papers that all have at least 10 instances where someone has come along afterward and said, hey, we found the same thing.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2684.0,2694.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/407","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"where all results are consistent with this.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2694.0,2697.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/408","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"In addition, you can also search those citation statements themselves. So the citation statements","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2697.0,2705.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/409","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"you know, actually will sort of allow you to go where with the paper search, you're really leveraging paper metadata. So titles, abstracts, and keywords. With the citation statement search, you're actually searching the text of those citation statements themselves.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2705.0,2719.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/410","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Going beyond that metadata and actually searching the content of the papers.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2719.0,2724.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/411","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So that's our second tool, which again is a discovery tool.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2724.0,2729.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/412","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"The last one is, of course, our chat assistant. So this is like some others have showed, a chat interface, large language model based system.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2729.0,2739.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/413","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So we'll ask it a simple question.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2739.0,2746.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/414","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I cannot talk and type at the same time.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2746.0,2749.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/415","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But we can ask it a question. So basically what we were talking about earlier, but in natural language, how effective are beta blockers for hypertension? And the system is going to basically break this task into two parts. It's going to say, look, there's a reading and writing part of this. That's what we're going to use the large language model for. And there's a fact finding part of this. And for that, it's not going to use the large language model.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2749.0,2773.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/416","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"it's going to actually access sites data and through searching sites data, use that","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2773.0,2780.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/417","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"for the sort of fact finding part of the task.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2780.0,2784.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/418","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So it's going to read the text of our question. It's then going to use GPT-4 to figure out, all right, sort of what is being asked of me? What is the core of the question and what searches should I perform in order to come up with an answer to that question?","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2784.0,2800.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/419","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And you can actually go to each of those searches and see exactly what the AI will see as it's searching for an answer to this question.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2800.0,2809.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/420","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So again, we have millions of search results and it will evaluate all of those simultaneously and then come up with a list of publications that it can consult. You can think of that as sort of reading and scare quotes.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2809.0,2822.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/421","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And it will then use a subset of those publications to draft the response.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2822.0,2828.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/422","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So it's going to go through and basically come up with an answer to your question, and it's going to insert these references","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2828.0,2835.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/423","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"from sites data next to everyone.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2835.0,2837.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/424","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And the advantage here, of course, is that by breaking out the sort of fact-finding part of the task from the reading and writing part of the task.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2837.0,2846.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/425","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"You do a lot of things like, for example, avoiding hallucinations.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2846.0,2850.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/426","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And in fact, for each of these factual statements that it's going to display, it's going to actually give you a reference. It's also going to give you a link to the full text of the paper so you can see for yourself it is a real paper.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2850.0,2863.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/427","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And it's also going to pull out the text that it found in that paper that it's using to back up that part of this response. So in this instance, it's saying, hey, here is some text that is from this paper. This is what I'm using to back up this portion","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2863.0,2880.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/428","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"of my answer. There are a number of additional things you can do with assistant. I want to make sure we have time for questions, but I'll just highlight a couple of things.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2880.0,2891.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/429","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So you can adjust the year range that you're using. You can limit the types of publications that it's going to access.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2891.0,2899.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/430","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We have a tables mode that I don't think I have time to get into, but it basically will give you a sort of annotated bibliography, a list of references that it found, and an explanation of why it found that reference to be useful.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2899.0,2912.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/431","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And you can also limit the, for example, the journals that it will select for inclusion. So you can","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2912.0,2921.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/432","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"You know, tell it, hey, only give me articles from nature or science or","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2921.0,2926.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/433","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"hypertension, you know, whatever the sort of scope is.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2926.0,2930.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/434","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"You can also define your own universe of citations or own universe of papers through dashboards. Dashboards are what we kind of a kind of a","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2930.0,2941.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/435","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"research reference manager on steroids. So dashboards are collections of documents that you can store in one place. And you can actually just tell it, hey, here's a collection of 800 publications. Only look at these publications when you're answering the question.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2941.0,2959.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/436","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I should also note before I wrap up that the system, while we do specify those settings there, you can also use any kind of sort of prompt","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2959.0,2971.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/437","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"tuning that you want. So the other day I was given a talk to Wikimedia in Poland and they were like, can you do like results in Polish? And I was like, absolutely. So I just said, you know, I asked the system a question. I said, please, you know.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2971.0,2986.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/438","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"respond in Polish and only provide studies in the references list that are written in Polish and it totally does. So any of that sort of usual prompt tuning that you're used to doing with other AI tools, you can do with site and it should work just fine in the box.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=2986.0,3003.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/439","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I think that I'll go ahead and end again, just so we have plenty of time for questions, I'll go ahead and end there.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3003.0,3010.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/440","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Stop my screen sharing here.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3010.0,3015.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/441","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"All right. So yeah, we did get quite a few questions in and thank you, Sean, for that presentation.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3015.0,3021.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/442","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I have also been given the green light, so if we need to go over a couple minutes to wrap up questions, we can.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3021.0,3027.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/443","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I'll try to start from the beginning, but I'll try to bounce back and forth from Q\u0026A to chat questions.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3027.0,3035.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/444","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"The first, I believe, was a question specifically for","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3035.0,3039.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/445","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"ProQuest. So it might be","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3039.0,3041.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/446","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"A good question for others as well.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3041.0,3044.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/447","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But specifically for the ProQuest AI integration, it was, so do the ProQuest results, responses all come from just within the ClaraVit tools instead of the well-known","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3044.0,3058.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/448","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"some of those other tools like Cloud or Pilot or where they get them.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3058.0,3062.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/449","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Yeah, that's a great question. I focused a lot on the kind of walled off","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3062.0,3068.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/450","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"architecture that we have using RAG, it is only analysis of a single document and the output is also generated from that analysis. So there's","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3068.0,3076.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/451","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"no influence from the training set. There's no use or leverage of the training set. And that data within the responses either. It is only analysis","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3076.0,3084.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/452","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"of one document at a time and the output is based on that document.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3084.0,3090.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/453","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Thank you. And then the first Q\u0026A question was also for um","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3090.0,3096.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/454","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"request, could you clarify the difference between ProQuest Research Assistance Article Summary","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3096.0,3102.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/455","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And the article abstract, i.e. why we would point users to the summary instead of the abstract.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3102.0,3107.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/456","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"When choosing which article fits their needs.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3107.0,3110.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/457","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Yeah.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3110.0,3111.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/458","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And it has a second part, but I'll let you answer that part first.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3111.0,3113.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/459","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"It's a great question. So we designed the key takeaway piece that's generated by the LLM specifically to talk about what the article is about. So there's a level of aboutness that we use to generate","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3113.0,3126.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/460","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"key insights about the article itself, but also in the context of that paragraph will also bring out","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3126.0,3134.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/461","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"key topics that are included.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3134.0,3136.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/462","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"The last paragraph is actually designed to talk about how the","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3136.0,3142.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/463","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"the article itself relates to the search terms that you use. So it's highlighting the search terms in the context of the article itself. So it goes beyond an abstract. It's not article summarization.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3142.0,3152.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/464","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"It's not something that we want to do. What we want to do is tell the student or the user","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3152.0,3157.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/465","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"what the article is about and why it might be important to the research and how is it relevant to their search.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3157.0,3163.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/466","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Yeah. And then the second part of that question was also, has ProQuest explored the research assistance impact on early researchers, i.e. college freshmen","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3163.0,3172.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/467","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"complex reading and critical thinking skill development.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3172.0,3176.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/468","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"That is exactly why it's in beta. So we have a beta that's running through the end of the year, possibly into the first quarter of next year to really understand","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3176.0,3184.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/469","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"what the difference is between and how are we driving or supporting critical thinking versus perhaps dissuading critical thinking and close reading.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3184.0,3192.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/470","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So that's all part of the interaction between the beta testing sites and our user experience and product management guides at ProQuest.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3192.0,3203.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/471","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We have a number of classroom betas that are included as well. So we're observing what the behaviors are.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3203.0,3208.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/472","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We also take a look at things like usage stats to understand what the interaction is and the engagement is with the document.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3208.0,3214.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/473","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"we can actually see an increase in the amount of time spent at the document level and the number of tools, additional tools that users are clicking on","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3214.0,3222.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/474","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"to find things like key concepts and then execute a new search. So we do see engagement with that.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3222.0,3228.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/475","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But again, the beta is really trying to understand what the difference is between what their normal workflow was","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3228.0,3234.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/476","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And how and where the key takeaways and the research assistant at large is benefiting or maybe hindering","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3234.0,3241.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/477","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"the user workflow, but we see many positive results, almost universal at this point.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3241.0,3247.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/478","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Thank you. And I'm going to jump around a little bit so folks in the chat, you think I'm skipping questions. I promise I'm going to come back.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3247.0,3254.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/479","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But I did want to direct a power notes question really quickly.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3254.0,3258.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/480","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So this person was asking specifically on the research topics.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3258.0,3265.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/481","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Or maybe just kind of like the functionality of the resource","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3265.0,3270.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/482","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"is it only grabbing articles that the library has access to?","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3270.0,3276.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/483","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"If you connect it to your library, then that is the first place it will look.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3276.0,3281.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/484","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"for related topics. So it will run a search through your library and then it will go to Google if it doesn't find anything.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3281.0,3288.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/485","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But it also isn't something that has to be turned on if you would rather have it connected just to Google.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3288.0,3296.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/486","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"then that is those are the resources that would show up. And I even, I think the first one that popped up for me was a PubMed.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3296.0,3304.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/487","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So it's not necessarily picking like the most popular Wikipedia source.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3304.0,3309.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/488","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"It is…","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3309.0,3311.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/489","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"It is selecting sources that would potentially be more reputable.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3311.0,3317.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/490","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And then…","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3317.0,3319.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/491","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Kind of another one for power notes. So you had mentioned, Katrina, that you can turn AI options on and off for students","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3319.0,3326.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/492","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"How do you ensure or can you ensure that students don't use other AI in an assignment or can't they just go and use","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3326.0,3333.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/493","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"ChatGPT, for example.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3333.0,3335.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/494","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I mean, cheaters are going to cheat. That will always be my answer to that. They will find a way and it'll probably be more work than doing it themselves in the first place. But that sort of like word processing space where you can see where they're copying and pasting.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3335.0,3352.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/495","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that is supposed to help","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3352.0,3354.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/496","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"not catch students because we really want to kind of get away from that narrative of trying to catch students cheating, but open up conversations where you can see, okay, but you did all of this work.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3354.0,3364.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/497","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But then you copied and pasted all of these things. Let's talk about it. Because sometimes there's legitimate reasons, right? Maybe they had to like do it on their phone and a note and they had to copy and paste from there. And so it's really trying to kind of reframe how we talk about students using AI outside of","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3364.0,3383.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/498","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"the spaces that we're giving them to create a space of trust, but also a space where we can still check in and really","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3383.0,3393.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/499","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"have transparency in what they're doing, how they're doing it, and why they're doing it.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3393.0,3398.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/500","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Yeah. And then as a follow up to that, I think this might have been the same person or another person","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3398.0,3404.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/501","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"saying that they see that the review function might be able to help identify AI use.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3404.0,3409.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/502","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"or potentially additional AI use. Is that kind of what you were getting at there as","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3409.0,3414.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/503","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Yeah, yeah. When the instructor is able to see the review of the word processing. Yes.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3414.0,3424.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/504","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And then I'm going to jump to a site question.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3424.0,3428.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/505","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So related to, let's see, the site assistant question answering tool","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3428.0,3434.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/506","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"How does site deal with a scenario where a somewhat recent article overturns widely accepted science but doesn't have time to rack up mentions supporting and contrasting citations","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3434.0,3445.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/507","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Is it just likely to give an inaccurate answer that doesn't incorporate this new knowledge?","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3445.0,3450.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/508","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So I am a social scientist by training, which means I am barely a scientist at all. So I'm having a hard time","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3450.0,3459.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/509","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"thinking of an instance where there was a single paper in my field that overturned a while. I mean, usually it's just in my own social psych and all the social sciences, everything just takes, it's like molasses.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3459.0,3469.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/510","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And so, yeah, what I would say about that is that in that scenario.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3469.0,3476.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/511","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Our data is going to be very, very recent. So we are updating metadata every night. That's the straightforward part. But we're also getting those new deposits and new open access papers","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3476.0,3487.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/512","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"24 seven depends a little bit on how frequently publishers deliver the full text of their articles.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3487.0,3493.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/513","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But I would say that we have the most recent submissions as fast as we possibly can in our system.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3493.0,3503.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/514","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Now, in terms of racking up mentioning, supporting, contrasting citations, with the assistant tool, it's important to note that can be a part of how it sort of ranks what articles it's going to include. But that's not the only thing that it uses. It uses a wide variety of indicators as to what should I be including in my answer.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3503.0,3523.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/515","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And so you can tell it to prioritize certain things, but that's not going to be the only variable that it includes. So it should have no problem answering those questions.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3523.0,3533.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/516","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"By the way, I just want to say, Katrina, I'm in violent agreement with everything you said about students and AI. And if it's okay, I'm going to steal your phrase, cheaters going to cheat, because I really like that. So thank you.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3533.0,3545.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/517","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"That's a good one. I'm going to jump back for a couple of ProQuest questions.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3545.0,3550.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/518","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So first, Mark, on the suggested topics, does it include guidance about putting concepts on separate search rows to make refining easier, including adding synonyms and or moving concepts into out of fields such as title.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3550.0,3566.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/519","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Depending on the number of results. They had mentioned this is something that worries librarians about this kind of tool.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3566.0,3573.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/520","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"i.e. like students losing the ability to do these analyses on their own.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3573.0,3577.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/521","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Yeah, it's a great question. It's actually a great suggestion because right now when you go from the research topics, if there's five that are generated by default in the ProQuest Research Assistant.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3577.0,3587.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/522","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And carrying next to each of those suggested topics, research topics, is a search icon. And that search icon is going to and the key concepts","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3587.0,3598.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/523","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that are expressed in that research topic and generate a new search. So it doesn't do that. It doesn't put them in separate lines. It's basically forming a basic Boolean search","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3598.0,3609.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/524","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So it's a great suggestion that you have. It's not one that we have explored specifically.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3609.0,3614.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/525","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"we get similar suggestions about the synonym expansion on the homepage as well.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3614.0,3619.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/526","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So those are things that we're exploring for that feature that could possibly carry over to the research","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3619.0,3624.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/527","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"topic feature as well. So all this is part of the data gathering and the questioning that we have through the beta test.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3624.0,3633.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/528","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I think a lot of this is going to come through our classroom betas as well. So I could certainly see a use case like this to help craft","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3633.0,3639.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/529","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"you know more student comprehension around crafting better searches and just","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3639.0,3644.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/530","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"educating them on data literacy along the way and how these things work. So it's a great suggestion.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3644.0,3651.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/531","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I'd like to follow up on that too.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3651.0,3653.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/532","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Yeah. And just to confirm, Sean, Katrina, Mark, are we okay to answer some more questions or does anybody need to","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3653.0,3661.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/533","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Yes.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3661.0,3662.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/534","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Okay, great. So yeah, if you've asked a question and you're hanging out, we are going to get to it as best we can.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3662.0,3667.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/535","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So we've got another one for ProQuest.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3667.0,3670.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/536","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Could you clarify the difference between ProQuest Research Assistant's article summary and the article abstract?","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3670.0,3676.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/537","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Or why we would point users to the summary instead of the abstract when choosing which article fits their needs.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3676.0,3684.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/538","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Yeah, I think that was the first one that I answered. So yeah.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3684.0,3686.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/539","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Oh, okay. So sorry about that. Then I must have just doubled","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3686.0,3689.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/540","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"No, no problem.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3689.0,3690.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/541","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Double down. Well, I can find another ProQuest one for you there's plenty.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3690.0,3694.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/542","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I think there was one question about ProQuest Central. I should answer that right now.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3694.0,3699.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/543","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"The research assistant is available in ProQuest One products. So these are discipline specific products","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3699.0,3705.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/544","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that have a smaller footprints and potentially a smaller user base than ProQuest Central, which is the largest product of ProQuest as far as the size of the product.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3705.0,3714.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/545","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"as well as the largest install base. So part of the beta is also not just understanding the quality of the output and measuring its efficacy and its usefulness, but also understanding what load testing looks like","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3714.0,3726.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/546","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"across the entire platform. So we're taking the time for this last quarter of the year to understand what those","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3726.0,3734.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/547","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"parameters for supporting a large body of additional users looks like.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3734.0,3739.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/548","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So we're taking a look at things like API calls and measuring the performance of the AI engine across all the ProQuest One products.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3739.0,3746.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/549","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"before it goes to ProQuest Central, which essentially would be","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3746.0,3750.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/550","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"exponentially more use on our platform and on our AI engine.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3750.0,3755.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/551","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And just a number of API calls. So it will be at some point in 2025. I'm hoping it's earlier rather than later. And I think it will be. But this initial beta test really needs to prove out","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3755.0,3766.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/552","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"what systems we need to support that larger adoption of the research assistant in a really big product like ProQuest Central.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3766.0,3774.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/553","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Yeah.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3774.0,3775.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/554","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"It's a great question. We get it a lot. We'll have more information as we kind of get closer to wrapping up the beta and have a better timeline for you.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3775.0,3781.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/555","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"All right. And then pivoting over to katrina","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3781.0,3785.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/556","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"For power notes, brainstorm with AI. Do you have recommendations for how students would use the information the AI gave it considering there are no citations?","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3785.0,3796.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/557","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Yeah, I think when you're feeding things into","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3796.0,3800.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/558","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that space that I was showing, the ability to see the yellow blocks, right? So you can see what it was using.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3800.0,3809.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/559","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And then having, I think it's just a good practice to have students looking for what was being used and what should I be citing and so","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3809.0,3818.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/560","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I would have, this is just what as a teacher I would do. So I would have them draw a mind map where they have the brainstorm with AI piece and draw it out to those","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3818.0,3828.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/561","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"you know blocks that they of content that they had the AI looking at in order to pull the citations for that piece.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3828.0,3836.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/562","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And I think it's actually a really, that would be a really powerful AI literacy activity and the the","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3836.0,3843.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/563","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"tool within Power Notes is what lets you do that because you can see the exact content","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3843.0,3848.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/564","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that it was pulling from to create whatever the output was.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3848.0,3853.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/565","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I hope that answered the question.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3853.0,3856.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/566","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Thank you.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3856.0,3859.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/567","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"See, Sean, are there subject areas site is better for when doing research? Plus the flip side.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3859.0,3868.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/568","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Okay.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3868.0,3869.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/569","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"This person notes, what research subjects might it be less helpful for?","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3869.0,3871.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/570","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Yeah, so our coverage, if you go to our data and services page, we have kind of a summary of the different fields and how much data we have for different fields.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3871.0,3881.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/571","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"you'll see that that pretty much maps with the size of each field. So biomedicine is at the top.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3881.0,3888.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/572","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And, you know, then you get other sort of life and physical sciences, social sciences, business down more toward, you know, on the lower end. And, you know, that's not surprising given the size of those respective areas of study.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3888.0,3900.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/573","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I think, so definitely it is a life sciences heavy product.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3900.0,3908.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/574","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And so that's where we really do excel. I will say as a social scientist, I find it incredibly useful. And so I use it and I'm a user in addition to one of the co-founders of the company.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3908.0,3920.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/575","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But I would say that the area where we probably struggle the most would have to be the humanities. In particular, I always pick on history.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3920.0,3928.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/576","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So we're a DOI based system. So everything in our system has to have a DOI attached to it.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3928.0,3934.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/577","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And, you know, historians write a lot of books. And that's great, but DOIs, sometimes they are books sometimes have DOIs, sometimes they don't. Sometimes chapters have DOIs. So our coverage in the area of history is challenging, as is art. It's hard to put a DOI on a gallery display or something like that.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3934.0,3956.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/578","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We're looking at expanding that actually expanding out to cover other types of documents is definitely something that we're looking forward to doing in the future. But yeah, at the moment, the poor historians are going to","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3956.0,3970.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/579","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"not have a whole as much luck so much","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3970.0,3974.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/580","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Thank you. All right. And pivoting over to mark","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3974.0,3978.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/581","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Are you going to update ProQuest Research Companion with modules on what LLMs and generative AI are to help new researchers understand this as a part of the research process and its relationship to research?","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3978.0,3993.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/582","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Great question. Great suggestion. So ProQuest Research Companion, as it is right now, is a static product. We don't","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=3993.0,4001.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/583","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We don't sell it per se. It is available to customers that have subscribed to it.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4001.0,4007.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/584","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"since its beginning, but it makes sense to add things like this from a research literacy and information literacy standpoint. Absolutely. There are new lessons that are coming to our knowledge every day.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4007.0,4019.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/585","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We don't have plans to update Research Companion with those pieces specifically.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4019.0,4023.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/586","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"There's a lot of work that we have to do on the research assistant before that even begins, but I love the suggestion because frankly, that is managed on my team.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4023.0,4032.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/587","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So it's definitely something we can consider. I'm not sure if we will because there's a limited number of subscribers","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4032.0,4039.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/588","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"to that product, but it's something I will take note of because that would be the perfect place","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4039.0,4045.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/589","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"to kind of illuminate lessons around data literacy, AI literacy. So I love the suggestion.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4045.0,4051.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/590","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I'm not sure, but I'd be happy to let people know if they're interested in that and maybe even follow up to see","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4051.0,4057.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/591","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"what that might look like for them.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4057.0,4059.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/592","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Thank you.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4059.0,4060.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/593","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Love the idea.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4060.0,4062.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/594","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"All right, pivoting back to Katrina","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4062.0,4065.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/595","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"What would you say are some possible information literacy slash critical thinking student learning outcomes for students using this tool's brainstorming and summary tools?","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4065.0,4076.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/596","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I actually think that the core tools without the AI are","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4076.0,4083.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/597","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"are a bit more powerful. I'm just going to put that out there. And the AI, I think, can enhance it, right?","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4083.0,4088.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/598","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Yeah.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4088.0,4089.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/599","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"a lot of the tools that already existed in Power Notes let you","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4089.0,4094.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/600","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"create frameworks for students to use in a way that is easily organized and they can keep track of everything.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4094.0,4102.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/601","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And then when you add the AI tools on top of it, I think it's really powerful in helping students understand where the machine should be in the loop.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4102.0,4111.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/602","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And where the machine shouldn't be in the loop. Because the ability, and I really think it comes down to the ability to turn them on and off.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4111.0,4120.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/603","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Right, because you can have students doing some of the work on their own and then comparing it to what the AI is doing and seeing the flaws in their own thinking and then the flaws in what the AI is telling them.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4120.0,4133.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/604","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"The power notes also lets you share projects and so they can be in groups","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4133.0,4139.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/605","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And doing this kind of work and seeing how the AI is enhancing or not enhancing each other's work.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4139.0,4149.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/606","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So I don't know if that was a direct answer to that, but I think it's not just the AI tools. I think it's the","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4149.0,4155.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/607","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"of how the AI tools work with the platform itself.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4155.0,4161.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/608","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Thank you. And yeah, just assuring everyone we are nearing the end of Q\u0026A.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4161.0,4166.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/609","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But going over to Sean for site, does site AI have a way of sifting out possible paper mill generated papers?","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4166.0,4177.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/610","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Yeah, we do. So on the back end, we have basically a list of","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4177.0,4185.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/611","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"of outlets that we find to be not","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4185.0,4190.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/612","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"necessarily reputable. That is candidly not something that we have on the user facing bit of it, because as some of you may know, if you start saying so-and-so is a predatory publisher, then the sky's over your office building will blacken with lawyers the next day.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4190.0,4205.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/613","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So this is something that we do on the back end and we do use that as we have a number of different sort of quality control initiatives. In Assistant in particular.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4205.0,4217.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/614","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"is very good about ensuring that nothing like that","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4217.0,4221.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/615","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"passes through.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4221.0,4224.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/616","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And I think going back to Sean, what you were talking about earlier, like if there are areas that site does better in and not","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4224.0,4234.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/617","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Oh, sorry, no, I'm thinking of what to do when, you know.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4234.0,4239.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/618","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"research is overturned or, you know, different","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4239.0,4247.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/619","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Thank you.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4247.0,4248.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/620","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Opinions come through, sorry, I'm not articulating myself very well on that, but I'm trying to remember. This person had mentioned that an example might be the overturned vaccine paper. I don't know of that one.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4248.0,4254.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/621","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"myself.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4254.0,4258.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/622","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Ah.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4258.0,4259.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/623","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Yes. So this is the rather now infamous Wakefield 98 paper. Yes. Actually, so I…","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4259.0,4263.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/624","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I would say, so there's actually, I think, an interesting story behind that paper that I don't have time to get into. But if you actually look at sort of the traction or the","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4263.0,4273.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/625","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"how it was cited and what came along after it. And because it was something that I think a number of folks were very suspicious of","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4273.0,4280.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/626","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"from moment one, if you look at the methodology, there's a lot of","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4280.0,4284.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/627","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"unusual things there. But I would actually argue that the sort of suspicion of that paper grew over time.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4284.0,4291.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/628","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And if you actually look at sort of what we have our record for that paper.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4291.0,4297.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/629","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"That will be reflected in that. Now, so I guess I would say that generally speaking, you know, I assume that","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4297.0,4304.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/630","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"slow, you know, science is slow and it's going to take time for any of that to happen. I don't know, maybe in physics, you have one paper that just knocks everything out all at once.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4304.0,4312.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/631","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"But I would actually argue that the um yeah the","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4312.0,4315.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/632","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Wakefield paper did take a little while for that to build.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4315.0,4320.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/633","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"So.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4320.0,4323.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/634","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And I'm going to have to look that up now.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4323.0,4325.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/635","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And then got one last question for Mark, so no pressure, but","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4325.0,4331.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/636","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Most of the ProQuest article and ebook products have a citation generator available.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4331.0,4337.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/637","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Is Clarivate building in a citation generator for the AI responses, which students can use to record for their research papers.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4337.0,4344.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/638","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"where the AI, essentially marking where the AI generated information came from.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4344.0,4349.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/639","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Great question. We get it all the time. And we're actually building out ways to direct users to sites like MLA, ALA, etc.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4349.0,4359.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/640","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And also incorporating their guidance as far as how to cite. So from a citation generation standpoint, we're relying on the guidance that exists today through","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4359.0,4368.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/641","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"the different siting properties like MLA and APA.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4368.0,4373.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/642","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"how that gets integrated within the research assistant itself and the output is still part of the beta test.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4373.0,4379.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/643","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We are actively pointing them to MLA, to Chicago, et cetera, to make sure that they're getting the latest guidance","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4379.0,4388.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/644","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"specifically from those sources, but the intention is to bring that into our platform.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4388.0,4393.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/645","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"And of course, you know, into other properties like rough notes, RefWorks and EndNote as well so","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4393.0,4399.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/646","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"It's something that, again, is part of the beta test, but we will be actively pointing them to those sources and eventually bringing those","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4399.0,4407.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/647","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"recommendations for a citation generation within our own platform.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4407.0,4413.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/648","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Thank you so much. Well, that is the end of the questions I can see, though it's certainly possible I may have missed something in chat. So please do, if anyone has additional questions, reach out to any one of us here.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4413.0,4424.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/649","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"We would be happy to follow up. But yeah, otherwise, thank you all, including our wonderful attendees for staying over to get those answers","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4424.0,4433.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/650","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"questions answered. That was a lot of information to share today.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4433.0,4439.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/651","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Thank you so much.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4439.0,4440.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/652","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Thanks, y'all.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4440.0,4441.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/653","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Yes, thank you.","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4441.0,4442.0"},{"id":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436/transcript/72440/annotation/654","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Thank you","format":"text/plain"},"target":"https://lyrasis.aviaryplatform.com/collections/3564/collection_resources/138308/file/256436#t=4442.0,4444.0"}]}]}]}