{"@context":"http://iiif.io/api/presentation/3/context.json","id":"https://ualberta.aviaryplatform.com/iiif/ft8df6mh53/manifest","type":"Manifest","label":{"en":["Pivoting AI for Digital Inclusion"]},"logo":"https://d9jk7wjtjpu5g.cloudfront.net/organizations/logo_images/000/000/128/original/UA_Logo_WHT_RGB_%281%29.png?1725471982","metadata":[{"label":{"en":["Agent"]},"value":{"en":["Pang, Natalie (Creator)","College of Social Sciences and Humanities, University of Alberta (Sponsor)","Alberta Machine Intelligence Institute (Amii) (Sponsor)","Centre for New Economic Diplomacy (CNED) (Sponsor)","Broadcasting Commission of Jamaica (Sponsor)"]}},{"label":{"en":["Date"]},"value":{"en":["2023-09-28 (issued)"]}},{"label":{"en":["Publisher"]},"value":{"en":["UNESCO Information For All Programme (IFAP)","Working Group on Information Accessibility (WGIA)"]}},{"label":{"en":["Coverage"]},"value":{"en":["Singapore (Place of recording)"]}},{"label":{"en":["Description"]},"value":{"en":["Theme: 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AI for Digital Inclusion [Transcript]"]},"items":[{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/1","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"hi everyone I would like to maybe first","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=3.53,3.54"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/2","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"introduce myself a little bit before I","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=5.63,5.64"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/3","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"start my 10 minute presentation Dr","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=8.509,8.519"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/4","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Natalie Pang I'm associate professor at","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=11.39,11.4"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/5","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"the communications and New Media","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=13.31,13.32"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/6","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"department at the National University of","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=15.829,15.839"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/7","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Singapore uh now in the next 10 minutes","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=18.47,18.48"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/8","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I will I'd like to share","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=21.609,21.619"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/9","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"my thoughts on the topic of AI and how","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=25.429,25.439"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/10","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"we can pivot","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=27.25,27.26"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/11","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"our thinking around artificial","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=29.99,30.0"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/12","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"intelligence","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=30.0,31.46"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/13","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"to actually be more inclusive so um I'm","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=36.11,36.12"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/14","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"gonna actually also start by saying that","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=38.209,38.219"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/15","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"a lot of these the ideas here uh that","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=41.51,41.52"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/16","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I'm sharing in this presentation is","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=44.03,44.04"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/17","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"based on um a commentary I have written","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=47.27,47.28"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/18","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"previously which I will include as a","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=50.45,50.46"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/19","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"link in my abstract as well if you'd","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=52.729,52.739"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/20","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"like to learn more about uh what I'm","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=55.49,55.5"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/21","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"sharing right so uh let me just uh maybe","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=58.61,58.62"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/22","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"start with some challenges uh or and","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=61.91,61.92"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/23","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"potential problems with AI which I'm","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=63.889,63.899"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/24","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"sure that many of you are familiar with","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=66.17,66.18"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/25","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"right um so I think uh one uh thing","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=70.13,70.14"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/26","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"about AI that I like to say is that it's","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=73.13,73.14"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/27","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"a kind of technology and quite often","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=74.87,74.88"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/28","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"Technologies are often uh designed with","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=77.929,77.939"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/29","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"assumptions this uh quite often include","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=81.05,81.06"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/30","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"people uh who are able-bodied have","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=84.649,84.659"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/31","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"access","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=84.659,85.58"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/32","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"to a computer and who are literate as","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=89.39,89.4"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/33","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"well right so um the challenge the big","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=92.33,92.34"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/34","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"challenge with AI quite often 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even","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=100.429,100.439"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/37","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"greater and deeper gaps for people at","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=102.41,102.42"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/38","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"the margins and one thing about AI 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of","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=112.37,112.38"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/41","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"artificial intelligence involves the use","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=115.19,115.2"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/42","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"of algorithms which in turn involves 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uh","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=323.45,323.46"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/116","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"just one of many examples uh where yeah","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=327.23,327.24"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/117","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"actually facial recognition kind of","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=329.629,329.639"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/118","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"algorithms can't tell black people apart","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=332.21,332.22"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/119","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"which is very problematic because it","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=335.15,335.16"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/120","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"results in false arrests right or","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=338.81,338.82"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/121","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"actually wrongful accusations","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=342.77,342.78"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/122","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"um that are actually experienced by","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=345.65,345.66"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/123","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"individuals of particular ethnic groups","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=349.33,349.34"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/124","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"now that I've talked about problems uh","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=352.189,352.199"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/125","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"let me just uh Share three key ideas","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=355.73,355.74"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/126","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that I have about so how we deal with","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=357.89,357.9"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/127","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"those problems I think uh just very","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=360.17,360.18"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/128","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"quickly the first is about transparency","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=362.15,362.16"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/129","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"about the data that's used to inform and","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=364.43,364.44"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/130","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"train algorithms and uh I think secondly","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=368.689,368.699"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/131","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"right I like to suggest that we think","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=371.33,371.34"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/132","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"about data citizenship as integral and","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=374.81,374.82"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/133","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"very much a part of digital citizenship","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=377.45,377.46"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/134","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"and last but not least uh actually to","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=381.11,381.12"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/135","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"encourage everyone the community right","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=384.17,384.18"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/136","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"to move towards a community-based kind","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=387.11,387.12"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/137","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"of governance","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=388.51,388.52"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/138","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"with platform cooperator Cooperative","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=391.67,391.68"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/139","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"division","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=391.68,393.12"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/140","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"sorry uh and um instead of uh just legit","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=397.309,397.319"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/141","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"letting Market Logics right be the","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=399.17,399.18"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/142","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"nominant kind of framework in terms of","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=401.87,401.88"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/143","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"how driving how Technologies like AI is","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=406.249,406.259"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/144","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"running right let me first very quickly","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=409.249,409.259"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/145","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"talk about training data right this very","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=411.529,411.539"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/146","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"much has to do with paying more","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=413.33,413.34"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/147","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"attention about how data about","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=415.309,415.319"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/148","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"populations is handled and used to drive","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=417.17,417.18"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/149","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"recommendations for instance raise","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=419.51,419.52"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/150","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"should not be a core basis of outputs","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=421.79,421.8"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/151","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"right","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=421.8,422.759"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/152","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"um and when we let that happen then","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=426.309,426.319"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/153","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"if we are dealing with very problematic","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=428.87,428.88"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/154","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"assumption decisions and actually","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=431.15,431.16"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/155","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"outcomes uh right uh that uh actually uh","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=436.27,436.28"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/156","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"desperately right disadvantage certain","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=439.43,439.44"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/157","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"population groups I think very","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=441.95,441.96"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/158","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"importantly in thinking about training","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=443.99,444.0"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/159","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"data it's also","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=446.27,446.28"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/160","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"um uh actually essential to include a","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=449.33,449.34"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/161","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"feedback mechanisms so that algorithms","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=451.67,451.68"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/162","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"have more opportunities","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=453.469,453.479"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/163","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"uh to improve and also incorporate","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=456.17,456.18"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/164","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"greater diversity in their coding Logics","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=458.51,458.52"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/165","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"uh and I've included some important","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=460.85,460.86"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/166","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"questions to ask right for instance does","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=463.43,463.44"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/167","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"the training data underrepresent or over","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=465.77,465.78"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/168","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"represent particular groups right uh if","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=468.529,468.539"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/169","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"so what kind of data is missing right um","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=471.05,471.06"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/170","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"and what are we over representing as","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=474.29,474.3"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/171","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"well uh how is sensitive information","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060#t=476.99,477.0"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119962/file/225060/transcript/63243/annotation/172","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"such as raise income gender being 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