{"@context":"http://iiif.io/api/presentation/3/context.json","id":"https://amiastreaming.aviaryplatform.com/iiif/qz22b8vq2z/manifest","type":"Manifest","label":{"en":["Smart Stacking of Data and Information Science"]},"logo":"https://d9jk7wjtjpu5g.cloudfront.net/organizations/logo_images/000/000/016/original/AMIA-Logo-17.jpg?1556650205","metadata":[{"label":{"en":["Type"]},"value":{"en":["Presentation"]}},{"label":{"en":["Coverage"]},"value":{"en":["Museum of Modern Art (Place of Recording)","New York, NY (USA) (Place of Recording)"]}},{"label":{"en":["Date"]},"value":{"en":["2018-06-06 (created)"]}},{"label":{"en":["Agent"]},"value":{"en":["Gian Klobusicky, Sr. Data Scientist, HBO (Speaker)","Dalia R. Levine, Ontologist, HBO (Speaker)","Sally Hubbard, Metadata Architect, PBS (Speaker)","Nick Gold (Programmer)"]}},{"label":{"en":["Publisher"]},"value":{"en":["Association of Moving Image Archivists"]}},{"label":{"en":["Description"]},"value":{"en":["\u003cp\u003e\u003cspan\u003eOrganizations struggle with intelligently layering data science into their existing technological and informational ecosystem and its potential to partner it with information science domain technologies and activities- semantic tools or metadata schema and vocabulary development- and with enterprise information management (EIM) and data governance initiatives. The panel will bring more clarity to what data, metadata, data science, library and information science, analytics, semantics and other terms really mean, in what context, and how to smartly stack the domains together, examining the strengths and weaknesses of each – what kinds of problems each is the best match for; how one can support the other; and some of the particular issues faced when dealing with media content.\u003c/span\u003e\u003c/p\u003e (general)"]}},{"label":{"en":["Language"]},"value":{"en":["English (Primary)"]}}],"summary":{"en":["\u003cp\u003e\u003cspan style=\"color: #0a0a0a; font-family: Roboto, Arial, sans-serif; font-size: 14px; white-space: pre-wrap; background-color: #ffffff;\"\u003eOrganizations struggle with intelligently layering data science into their existing technological and informational ecosystem and its potential to partner it with information science domain technologies and activities- semantic tools or metadata schema and vocabulary development- and with enterprise information management (EIM) and data governance initiatives. The panel will bring more clarity to what data, metadata, data science, library and information science, analytics, semantics and other terms really mean, in what context, and how to smartly stack the domains together, examining the strengths and weaknesses of each \u0026ndash; what kinds of problems each is the best match for; how one can support the other; and some of the particular issues faced when dealing with media content.\u003c/span\u003e\u003c/p\u003e"]},"provider":[{"id":"https://amiastreaming.aviaryplatform.com/aboutus","type":"Agent","label":{"en":["AMIAstreaming"]},"homepage":[{"id":"https://amiastreaming.aviaryplatform.com/","type":"Text","label":{"en":["AMIAstreaming"]},"format":"text/html"}],"logo":[{"id":"https://d9jk7wjtjpu5g.cloudfront.net/organizations/logo_images/000/000/016/original/AMIA-Logo-17.jpg?1556650205","type":"Image"}]}],"thumbnail":[{"id":"https://d9jk7wjtjpu5g.cloudfront.net/collection_resource_files/thumbnails/000/044/418/small/data?1561487188","type":"Image","format":"image/jpeg"}],"items":[{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418","type":"Canvas","label":{"en":["Media File 1 of 1 - DAS 2018 | Smart Stacking of Data and Information 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[Transcript]"]},"items":[{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/1","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"smart stacking of infamy","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=16.15,18.52"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/2","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"data science there\u0026#39;s something I\u0026#39;ve been","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=18.52,20.5"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/3","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"thinking about a lot through my career","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=20.5,23.43"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/4","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"largely because I have observed this","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=23.43,27.15"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/5","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"phenomena so what\u0026#39;s the difference","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=27.15,29.89"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/6","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"between them so before we get into the","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=29.89,31.6"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/7","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"technical difference you might notice","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=31.6,34.06"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/8","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"one of those groups gets a lot of","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=34.06,36.34"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/9","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"attention gets a lot of buzz the table","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=36.34,39.82"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/10","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"in the group they\u0026#39;re getting lots of","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=39.82,41.05"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/11","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"teams built which is fabulous it\u0026#39;s good","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=41.05,43.87"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/12","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that\u0026#39;s a smart thing and won\u0026#39;t you be","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=43.87,45.01"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/13","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"doing that and another group maybe isn\u0026#39;t","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=45.01,49.03"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/14","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"getting quite as much love from the","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=49.03,52.45"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/15","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"powers-that-be or you know just just","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=52.45,55.51"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/16","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"things that may be a little bit cooler","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=55.51,56.98"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/17","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"they\u0026#39;ve been around for a long time","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=56.98,58.21"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/18","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that\u0026#39;s not quite as hot but in fact if","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=58.21,62.43"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/19","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"if the powers that be wish to be smart","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=62.43,64.989"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/20","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"and wish to gather all the benefits from","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=64.989,67.66"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/21","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"the shall we say the data science group","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=67.66,70.0"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/22","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"they might want to think about marrying","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=70.0,72.67"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/23","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that skill set to the information","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=72.67,75.34"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/24","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"science skill set because that\u0026#39;s really","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=75.34,77.83"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/25","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"really gonna get the most bang for your","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=77.83,79.33"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/26","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"buck so this is for librarians I\u0026#39;m here","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=79.33,81.64"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/27","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"for the pro librarians and I\u0026#39;m not the","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=81.64,83.02"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/28","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"library and I\u0026#39;m just doing it for the","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=83.02,84.759"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/29","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"game so so what is the difference so","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=84.759,90.16"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/30","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I\u0026#39;ve going with yellow for the golden","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=90.16,93.22"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/31","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"record idea for the information science","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=93.22,94.979"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/32","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"blues age science and you get that","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=94.979,97.42"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/33","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"together you get this beautiful thing","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=97.42,98.59"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/34","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"knowledge so does that okay okay well","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=98.59,105.34"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/35","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that\u0026#39;s ugly and it wasn\u0026#39;t meant to do it","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=105.34,106.479"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/36","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that way and I blame Dahlia","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=106.479,112.47"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/37","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"[Laughter]","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=112.47,115.14"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/38","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"so this is both of those terms","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=115.14,118.3"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/39","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"information science and data science is","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=118.3,120.009"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/40","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"somewhat imprecise they cover a lot of","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=120.009,122.259"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/41","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"different disciplines on the information","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=122.259,124.75"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/42","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"science that you have the good old","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=124.75,125.83"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/43","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"fashioned library science you have","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=125.83,127.75"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/44","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"information architecture you 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have","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=131.89,133.63"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/47","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"those kinds of fields that\u0026#39;s broadly the","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=133.63,136.209"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/48","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"type of area I\u0026#39;m including when I 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a","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=150.27,153.0"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/55","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"whole bunch of things that kind of fall","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=153.0,154.5"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/56","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"broadly onto the outside of a house 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of","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=167.79,169.86"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/63","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"what you talked about a little bit today","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=169.86,171.62"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/64","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"machine learning artificial 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changing","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=176.01,177.78"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/67","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"those areas okay all right so broadly","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=177.78,186.12"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/68","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"speaking I\u0026#39;m going to say that on 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can","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=200.12,202.23"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/75","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"kind of feed into each other immediately","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=202.23,203.489"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/76","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I think when you\u0026#39;re trying to draw 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what","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=207.03,212.22"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/79","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"domains did they work in often you\u0026#39;d","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=212.22,215.25"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/80","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"think of Library and Information science","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=215.25,217.44"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/81","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"and forensic working on internal data","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=217.44,220.28"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/82","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"mission-critical high-value and on data","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=220.28,223.799"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/83","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"science you\u0026#39;re talking about big data","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=223.799,225.239"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/84","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"so-called big data","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=225.239,226.47"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/85","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"large and diverse data sets so um as","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=226.47,230.19"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/86","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"John pointed out to me that often with","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=230.19,231.72"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/87","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"big data part of the job is getting to a","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=231.72,233.31"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/88","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"smaller data set which I think has been","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=233.31,235.2"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/89","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"a theme like a lot of that big data is","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=235.2,236.94"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/90","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"actually not what you need and the skill","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=236.94,238.56"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/91","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"is in eliminating the not helpful data","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=238.56,241.829"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/92","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"and I\u0026#39;ve also put a little link to two","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=241.829,244.56"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/93","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"linked open data at the bottom there","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=244.56,246.06"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/94","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"which of course is not internal data and","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=246.06,248.1"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/95","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"firmly falls on the information science","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=248.1,249.989"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/96","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"side I would say and of course it\u0026#39;s very","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=249.989,252.32"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/97","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"helpful for transversing all sorts of","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=252.32,254.7"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/98","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"data sets and it\u0026#39;s very shared and it\u0026#39;s","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=254.7,256.769"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/99","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"not internal and if you wish to have a","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=256.769,258.15"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/100","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"nice set of tags do by all means go into","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=258.15,259.89"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/101","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"labor of Congress and take theirs","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=259.89,261.69"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/102","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"because it\u0026#39;s all publicly available for","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=261.69,263.55"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/103","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"you","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=263.55,264.9"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/104","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"so on the one I would say you can do","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=264.9,267.93"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/105","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"down to one word information science is","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=267.93,270.57"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/106","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"giving in context data science giving","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=270.57,272.669"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/107","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"you analysis to words now information","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=272.669,278.099"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/108","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"science gives you precision while data","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=278.099,280.2"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/109","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"science gives you probability","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=280.2,283.33"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/110","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"oh so I don\u0026#39;t know if you guys have","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=283.33,285.46"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/111","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"encountered the AI ladder it\u0026#39;s an IBM","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=285.46,288.31"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/112","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"concept but I think it\u0026#39;s a useful way of","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=288.31,290.379"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/113","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"looking at these things so this whole","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=290.379,293.56"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/114","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"group is in this notion of the AI 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comedy","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1464.59,1468.22"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/531","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"about documentaries such as this is","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1468.22,1470.47"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/532","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"spinal tap a machine might have a pretty","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1470.47,1474.61"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/533","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"hard time with that","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1474.61,1476.529"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/534","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"but if we have a good quality 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that\u0026#39;s","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1486.429,1496.61"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/539","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"are these on a weird echo thing not","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1496.61,1506.01"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/540","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"exactly echo thing happening up here 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speaker","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1612.23,1616.44"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/575","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"who was leading the tutorial had a show","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1616.44,1618.18"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/576","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"of hands who says data who says data","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1618.18,1619.83"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/577","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"actually can we do that now who says","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1619.83,1621.75"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/578","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"data okay who says data yeah and so he","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1621.75,1627.39"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/579","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"convinced me that I was being very","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1627.39,1628.62"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/580","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"pretentious","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1628.62,1632.11"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/581","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"um I\u0026#39;m often very pretentious but in any","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1632.11,1637.249"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/582","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"case from Star Trek is from day two the","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1637.249,1639.47"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/583","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"carrot today drones don\u0026#39;t trip on stage","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1639.47,1641.419"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/584","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"anyway sorry I\u0026#39;m like the one nerd who","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1641.419,1643.1"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/585","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"hasn\u0026#39;t watched Star Trek but in any case","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1643.1,1647.09"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/586","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"as far as the limitations of data","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1647.09,1649.039"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/587","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"science go I think there um I think","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1649.039,1652.009"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/588","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"basically whenever you have a new","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1652.009,1653.659"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/589","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"buzzword coming around like a data","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1653.659,1655.639"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/590","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"science or the blockchain or what have","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1655.639,1658.399"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/591","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"you on it becomes a sort of mandatory to","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1658.399,1661.909"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/592","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"start pointing out the very obvious like","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1661.909,1663.889"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/593","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"no you know data science cannot write a","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1663.889,1668.299"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/594","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"new series that\u0026#39;s every bit as good as","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1668.299,1670.759"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/595","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Game of Thrones it\u0026#39;s we\u0026#39;re probably not","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1670.759,1673.309"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/596","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"there yet it can probably predict for","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1673.309,1677.119"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/597","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"you a pair of shoes you might like it","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1677.119,1679.489"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/598","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"can\u0026#39;t make a smarmy comment about the","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1679.489,1682.009"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/599","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"shoes that you shouldn\u0026#39;t be wearing but","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1682.009,1685.82"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/600","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I will say as far as it goes in relation","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1685.82,1687.98"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/601","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"to information science everybody","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1687.98,1692.679"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/602","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"including and I think especially data","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1692.679,1694.97"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/603","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"scientists have to communicate and so to","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1694.97,1697.82"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/604","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Talia\u0026#39;s point I\u0026#39;ve seen conversations","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1697.82,1700.639"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/605","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"going on for weeks or months that should","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1700.639,1703.97"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/606","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"have taken twenty minutes because","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1703.97,1705.109"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/607","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"everybody was using the term whatever in","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1705.109,1708.289"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/608","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"a different way and that term can be","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1708.289,1710.33"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/609","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"something as basic as development yes 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they\u0026#39;re","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1973.7,1976.07"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/705","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"the ones you kind of start the group the","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1976.07,1978.289"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/706","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"group going and I\u0026#39;ve sometimes argue","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1978.289,1981.95"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/707","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that it would make sense that you","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1981.95,1983.179"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/708","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"actually have a standalone 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ontology","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1987.14,1989.169"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/711","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I\u0026#39;ve never actually seen that happen if","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1989.169,1995.15"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/712","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"you\u0026#39;re a manager watching today and make","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1995.15,1997.25"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/713","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"note of that any other questions from","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1997.25,1999.74"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/714","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"the audience at all we have one so if we","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=1999.74,2001.51"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/715","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"could send the mic up right there","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2001.51,2007.79"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/716","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"hi I have a way more narrow question","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2007.79,2010.46"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/717","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"than that which is I assume that there\u0026#39;s","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2010.46,2014.63"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/718","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"categories of metadata that are not","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2014.63,2017.06"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/719","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"static that you have to go back and","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2017.06,2018.38"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/720","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"change whether it\u0026#39;s that something that","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2018.38,2020.69"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/721","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"we used to call Japanese cartoons is now","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2020.69,2022.55"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/722","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"anime and it\u0026#39;s actually more specific","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2022.55,2024.08"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/723","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"than that how do you how do you have you","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2024.08,2029.72"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/724","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"have a process in place to make 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and","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2032.48,2033.98"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/727","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"then sort of like effectively deploy","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2033.98,2036.59"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/728","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"people at that um so I guess that one","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2036.59,2042.8"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/729","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"felt like right on the line so I think","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2042.8,2046.76"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/730","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"basically from the data science side","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2046.76,2049.07"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/731","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"when categories change or or maybe","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2049.07,2052.04"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/732","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"narrow it really depends on 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say","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2066.05,2068.63"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/737","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that I\u0026#39;d say most of the time you\u0026#39;re","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2068.63,2071.96"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/738","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"going to have to rebuild your model from","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2071.96,2073.909"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/739","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"scratch hopefully you\u0026#39;ve done your","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2073.909,2075.679"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/740","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"engineering in a way that you can just","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2075.679,2077.179"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/741","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"kind of plop in the new model when","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2077.179,2079.399"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/742","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"you\u0026#39;re done though there are some","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2079.399,2081.59"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/743","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"instances where you can create further","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2081.59,2085.19"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/744","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"subdivisions in an existing model and","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2085.19,2088.52"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/745","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"this is where I think basically a lot of","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2088.52,2091.07"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/746","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"good good stuff is coming out of","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2091.07,2092.57"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/747","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"probabilistic programming which which","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2092.57,2094.52"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/748","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"makes things like this more flexible so","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2094.52,2097.22"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/749","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"if you\u0026#39;re interested more in that I","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2097.22,2098.33"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/750","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"would Google up IMC three and Tom we","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2098.33,2102.14"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/751","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"accuse blog yeah yeah bunch of rules you","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2102.14,2108.59"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/752","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"know doubted not the view and language","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2108.59,2110.87"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/753","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"always changes over time period like no","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2110.87,2114.44"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/754","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"matter what you\u0026#39;re doing so it feels","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2114.44,2117.86"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/755","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"like all the questions in fact I was in","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2117.86,2119.9"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/756","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"an ontology workshop and we just called","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2119.9,2121.94"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/757","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"ourselves with dependables because it","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2121.94,2124.01"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/758","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"depends you have but the the reason why","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2124.01,2127.85"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/759","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I use the Latin America example is","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2127.85,2132.86"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/760","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"because I feel like we\u0026#39;re at the point","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2132.86,2137.63"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/761","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"culturally where Americans are realizing","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2137.63,2140.27"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/762","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2140.27,2140.81"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/763","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"it\u0026#39;s not just what you say that you have","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2140.81,2143.72"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/764","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"to be more specific and that as long as","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2143.72,2146.03"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/765","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"you agree with the definition of the UN","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2146.03,2148.4"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/766","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"for Latin America but you not might not","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2148.4,2150.5"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/767","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"agree with the UN\u0026#39;s definition in other","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2150.5,2152.36"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/768","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"parts of the world but they have to be","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2152.36,2153.65"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/769","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"examined and that\u0026#39;s language and that\u0026#39;s","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2153.65,2155.86"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/770","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"language shifting over time what you","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2155.86,2158.24"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/771","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"call a place you know the location","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2158.24,2161.42"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/772","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"example use in the keynote is it\u0026#39;s an","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2161.42,2163.52"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/773","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"interesting one so when you\u0026#39;re looking","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2163.52,2164.96"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/774","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"at John Rowe you have to be a be aware","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2164.96,2166.49"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/775","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that it might shift over time and if","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2166.49,2169.01"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/776","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"you\u0026#39;re solving for a current one what is","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2169.01,2170.96"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/777","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"your set way of looking at it based on","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2170.96,2174.38"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/778","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"the data that you have and then how does","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2174.38,2176.72"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/779","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that how can you accommodate for some","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2176.72,2180.17"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/780","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"shifts in language based on","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2180.17,2184.58"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/781","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"relationships that you can make and","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2184.58,2186.14"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/782","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"whether or not you use they use for and","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2186.14,2188.06"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/783","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"say okay this used to be preferred but","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2188.06,2190.16"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/784","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"now it\u0026#39;s not and just know that that","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2190.16,2192.92"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/785","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"will happen it will happen yeah I think","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2192.92,2196.1"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/786","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"you have to have a model of continuous","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2196.1,2197.69"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/787","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"managed care because it is always","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2197.69,2199.25"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/788","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"shifting this is like none of this","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2199.25,2200.66"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/789","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"activity is one and you\u0026#39;re done you","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2200.66,2202.82"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/790","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"don\u0026#39;t hang something once it\u0026#39;s not gonna","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2202.82,2206.33"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/791","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"work you have to keep all of this moving","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2206.33,2208.97"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/792","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"and updating it\u0026#39;s evolving so I guess","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2208.97,2211.64"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/793","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that\u0026#39;s another pitch to the management","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2211.64,2213.14"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/794","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"don\u0026#39;t get in a you know a six month","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2213.14,2219.34"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/795","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"although it\u0026#39;s also a technology","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2219.34,2221.39"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/796","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"challenge right because absolutely we","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2221.39,2223.37"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/797","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"all know most of these database","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2223.37,2224.48"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/798","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"platforms don\u0026#39;t have like you know","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2224.48,2226.16"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/799","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"overlapping taxonomy capabilities","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2226.16,2228.44"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/800","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"they\u0026#39;re not particularly adaptable","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2228.44,2230.81"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/801","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"software platforms a lot of the time so","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2230.81,2232.82"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/802","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I think we might have to challenge","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2232.82,2234.05"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/803","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"vendors to also start to think in these","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2234.05,2236.9"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/804","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"more malleable and evolving terms I","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2236.9,2242.24"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/805","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"can\u0026#39;t see that that\u0026#39;s how you use them","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2242.24,2244.28"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/806","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"how you play it how you marry them up","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2244.28,2245.9"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/807","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"how you do a smart stacking that and","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2245.9,2247.79"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/808","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that\u0026#39;s Sochi now you have to be engaged","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2247.79,2249.71"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/809","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"all the time it\u0026#39;s changing all the time","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2249.71,2251.42"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/810","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"you have to there\u0026#39;s always something new","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2251.42,2252.68"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/811","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"coming up is it does it real is it hype","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2252.68,2254.36"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/812","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"did you would chest out its just","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2254.36,2256.01"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/813","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"continuous all right anything else let\u0026#39;s","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2256.01,2260.87"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/814","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"have a mic go back and","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2260.87,2263.69"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/815","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"we\u0026#39;ll do outside route first hey guys","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2263.69,2269.39"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/816","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"great great presentation","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2269.39,2270.979"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/817","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I\u0026#39;m just curious are you guys leveraging","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2270.979,2272.869"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/818","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"artificial intelligence for metadata","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2272.869,2274.67"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/819","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"enrichment of your archives today and if","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2274.67,2277.249"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/820","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"so what\u0026#39;s the use case so why we\u0026#39;re","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2277.249,2282.259"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/821","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"exploring that currently and basically","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2282.259,2286.43"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/822","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"the use case that\u0026#39;s well that\u0026#39;s another","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2286.43,2289.339"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/823","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"conversation we\u0026#39;re having we\u0026#39;re","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2289.339,2291.519"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/824","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"interested maybe in trying to extract","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2291.519,2294.739"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/825","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"you trying to do some facial recognition","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2294.739,2296.63"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/826","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"or emotion recognition to see what\u0026#39;s","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2296.63,2299.869"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/827","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"going on on screen like who\u0026#39;s who in our","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2299.869,2302.599"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/828","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"cast is is on the screen at the time","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2302.599,2304.959"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/829","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"what is sort of the emotional tonality","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2304.959,2307.63"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/830","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"we might be looking at different sorts","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2307.63,2310.67"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/831","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"of objects etc etc and this we think can","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2310.67,2316.759"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/832","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"help explain basically what goes into","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2316.759,2320.93"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/833","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"the content like what is a show made of","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2320.93,2322.609"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/834","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"or what is a movie made of which can in","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2322.609,2326.449"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/835","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"turn help us understand our consumers","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2326.449,2327.979"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/836","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"and provide better recommendations and","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2327.979,2330.079"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/837","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"better basically a better everything","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2330.079,2333.859"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/838","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"when it comes to you doing consumer","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2333.859,2335.539"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/839","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"level statistics this is all these are","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2335.539,2339.589"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/840","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"all just conversations we\u0026#39;re having at","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2339.589,2341.059"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/841","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"the moment and you know decisions are","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2341.059,2344.089"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/842","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"pending what he said all right we\u0026#39;ve got","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2344.089,2347.869"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/843","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"time for one more and I think there was","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2347.869,2349.519"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/844","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"another hand right over there yes thank","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2349.519,2352.91"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/845","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"you Logan","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2352.91,2353.599"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/846","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"great thank you so sorry it\u0026#39;s really","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2353.599,2358.579"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/847","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"loud","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2358.579,2359.239"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/848","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Sally at the your last slide had a stack","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2359.239,2362.15"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/849","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that led like we were just discussing","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2362.15,2365.089"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/850","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"data science leads to AI and so I was at","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2365.089,2370.67"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/851","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"the top of the stack so my question","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2370.67,2374.089"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/852","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"really is about at the organization what","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2374.089,2378.38"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/853","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"is the conversation about data ethics","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2378.38,2383.019"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/854","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"because I assume that algorithms can be","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2383.019,2387.859"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/855","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"biased and the accuracy or the","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2387.859,2390.799"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/856","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"cleanliness of the data can 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earlier","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2394.96,2397.79"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/859","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"presentations talk about the","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2397.79,2398.99"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/860","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"superposition of realities mean 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a","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2405.35,2408.44"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/863","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"conversation about data ethics and do we","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2408.44,2411.2"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/864","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"need data ethicists that\u0026#39;s part of 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are","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2416.359,2417.95"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/867","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"many many examples of which I actually","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2417.95,2420.5"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/868","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"brought up last year so that\u0026#39;s gonna 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systems","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2425.0,2428.45"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/871","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"just terrible mistakes so that is","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2428.45,2432.65"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/872","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"absolutely a problem that has to 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can","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2437.26,2440.0"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/875","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"be biased this is one of the reasons you","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2440.0,2441.56"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/876","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"need the continuous engagement so I was","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2441.56,2444.619"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/877","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"saying yes there are data emphasis","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2444.619,2447.32"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/878","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"amount there are not many of them","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2447.32,2448.22"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/879","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"employed by people who are but it\u0026#39;s","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2448.22,2449.9"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/880","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"something I think all of us have to be","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2449.9,2451.25"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/881","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"engaged I would personally my moral code","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2451.25,2458.09"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/882","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"as the librarian as an information","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2458.09,2460.34"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/883","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"scientist as an information architect is","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2460.34,2462.32"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/884","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"to do exactly like when you define Latin","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2462.32,2465.5"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/885","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"America you\u0026#39;re making political sort","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2465.5,2467.09"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/886","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"choices period like and to be aware of","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2467.09,2470.119"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/887","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that and I\u0026#39;m made it sort of mission of","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2470.119,2473.06"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/888","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I delivered this talk at the information","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2473.06,2475.04"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/889","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"architecture summit in a more detail but","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2475.04,2477.44"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/890","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"the same thing like we\u0026#39;re talking about","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2477.44,2479.6"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/891","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"how you name categories how you decide","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2479.6,2481.85"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/892","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"what categories are made up of is a","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2481.85,2484.91"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/893","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"political decision and you need to be","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2484.91,2486.47"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/894","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"aware that you\u0026#39;re making those decisions","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2486.47,2487.82"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/895","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"and you know there are dependables","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2487.82,2491.54"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/896","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"of what the business needs are but","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2491.54,2494.109"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/897","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"library science you know don\u0026#39;t forget","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2494.109,2496.79"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/898","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that you\u0026#39;re the little the librarian","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2496.79,2498.5"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/899","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"chain training was to create access for","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2498.5,2501.71"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/900","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"information from no matter what and","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2501.71,2503.81"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/901","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that\u0026#39;s the ethical guiding point for me","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2503.81,2507.71"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/902","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"morally but also it goes into my work in","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2507.71,2510.98"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/903","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that way for what I just said of like","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2510.98,2513.23"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/904","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"you know language shifts over time","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2513.23,2516.55"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/905","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"examining things for what they\u0026#39;re needed","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2516.55,2519.56"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/906","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"and what they are for is is worth it and","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2519.56,2522.08"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/907","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"if we\u0026#39;re the only ones and asking those","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2522.08,2524.0"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/908","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"questions we will ask those questions","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2524.0,2528.44"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/909","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"so I\u0026#39;d say it\u0026#39;s obviously absolutely","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2528.44,2530.69"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/910","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"important to keep back ethics in mind on","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2530.69,2533.9"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/911","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"which you know I guess a lot of a lot of","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2533.9,2537.8"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/912","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"the tech field fields haven\u0026#39;t done as","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2537.8,2540.32"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/913","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"well as they could have um so we try to","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2540.32,2543.02"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/914","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"keep it a part of the conversation and","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2543.02,2544.43"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/915","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"be very mindful of what our technology","format":"text/plain"},"target":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418#t=2544.43,2547.79"},{"id":"https://amiastreaming.aviaryplatform.com/collections/45/collection_resources/4779/file/44418/transcript/12289/annotation/916","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"might do on HBO it\u0026#39;s a little 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