{"@context":"http://iiif.io/api/presentation/3/context.json","id":"https://ualberta.aviaryplatform.com/iiif/f18sb3xx6p/manifest","type":"Manifest","label":{"en":["AI in Small to Medium Business"]},"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":["Mostert, Brad (Creator)","Kule Institute for Advanced Studies (KIAS) (Sponsor)","AI for Society (AI4S) (Sponsor)","International Centre for Information Ethics (ICIE) (Sponsor)","Future Africa at the University of Pretoria, South Africa (Sponsor)","Centre for New Economic Diplomacy (CNED) (Sponsor)","Broadcasting Commission of Jamaica (Sponsor)"]}},{"label":{"en":["Date"]},"value":{"en":["2021-09-26 (issued)"]}},{"label":{"en":["Publisher"]},"value":{"en":["UNESCO Information For All Programme (IFAP)","Working Group on Information Accessibility (WGIA)"]}},{"label":{"en":["Description"]},"value":{"en":["Theme: AI, big data and innovation. \"In one of her many great anecdotes, renowned computer scientist Rear Admiral Grace Hopper shared how in the mid-twentieth century she got approval for a budget that had previously been rejected by re-submitting it as a computer printout. The rationale was that if it came out of a computer, it was 'obviously correct.' Over half a century later, I’d like to share an observation. A similar bias is occurring in small to medium enterprises who outsource their AI competency to ‘Machine Learning as a Service’ offerings. This time it’s more subtle. It appears to stem from a misunderstanding of the suitability of different algorithms and a mishandeling of certainty. It's not a new problem and the impact is low in each occurance, but it is happening in a longtail of businesses.\" (General)"]}},{"label":{"en":["Language"]},"value":{"en":["English"]}},{"label":{"en":["Relation"]},"value":{"en":["\u003ca href=\"http://www.i-c-i-e.org/ai4ia\"\u003eAI4IA Annual Conference\u003c/a\u003e"]}},{"label":{"en":["Subject"]},"value":{"en":["Artificial intelligence (topical)","Small business (topical)"]}},{"label":{"en":["Type"]},"value":{"en":["Event"]}},{"label":{"en":["Rights Statement"]},"value":{"en":["\u003ca href=\"http://creativecommons.org/licenses/by-nc/4.0/\"\u003eAttribution-NonCommercial 4.0 International (CC BY-NC 4.0)\u003c/a\u003e"]}},{"label":{"en":["Series or Event Name"]},"value":{"en":["Artificial Intelligence for Information Accessibility (AI4IA) Conference, 2021"]}},{"label":{"en":["Note"]},"value":{"en":["Place of recording: South Africa (Creation/production)"]}}],"summary":{"en":["Theme: AI, big data and innovation. \"In one of her many great anecdotes, renowned computer scientist Rear Admiral Grace Hopper shared how in the mid-twentieth century she got approval for a budget that had previously been rejected by re-submitting it as a computer printout. The rationale was that if it came out of a computer, it was 'obviously correct.' Over half a century later, I’d like to share an observation. A similar bias is occurring in small to medium enterprises who outsource their AI competency to ‘Machine Learning as a Service’ offerings. This time it’s more subtle. It appears to stem from a misunderstanding of the suitability of different algorithms and a mishandeling of certainty. It's not a new problem and the impact is low in each occurance, but it is happening in a longtail of businesses.\""]},"requiredStatement":{"label":{"en":["Attribution"]},"value":{"en":["\u003ca href=\"http://creativecommons.org/licenses/by-nc/4.0/\"\u003eAttribution-NonCommercial 4.0 International (CC BY-NC 4.0)\u003c/a\u003e"]}},"provider":[{"id":"https://ualberta.aviaryplatform.com/aboutus","type":"Agent","label":{"en":["University of Alberta Library"]},"homepage":[{"id":"https://ualberta.aviaryplatform.com/","type":"Text","label":{"en":["University of Alberta Library"]},"format":"text/html"}],"logo":[{"id":"https://d9jk7wjtjpu5g.cloudfront.net/organizations/logo_images/000/000/128/original/UA_Logo_WHT_RGB_%281%29.png?1725471982","type":"Image"}]}],"thumbnail":[{"id":"https://d9jk7wjtjpu5g.cloudfront.net/collection_resource_files/thumbnails/000/161/483/small/thumbnail_161483_1657033809.jpg?1657033810","type":"Image","format":"image/jpeg"}],"items":[{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/75181/file/161483","type":"Canvas","label":{"en":["Media File 1 of 1 - AI4IA2021-BradMostert.mp4"]},"duration":642.32,"width":640,"height":360,"thumbnail":[{"id":"https://d9jk7wjtjpu5g.cloudfront.net/collection_resource_files/thumbnails/000/161/483/small/thumbnail_161483_1657033809.jpg?1657033810","type":"Image","format":"image/jpeg"}],"items":[{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/75181/file/161483/content/1","type":"AnnotationPage","items":[{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/75181/file/161483/content/1/annotation/1","type":"Annotation","motivation":"painting","body":{"id":"https://aviary-p-ualberta.s3.wasabisys.com/collection_resource_files/resource_files/000/161/483/original/AI4IA2021-BradMostert.mp4?1656978205","type":"Video","format":"video/mp4","duration":642.32,"width":640,"height":360},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/75181/file/161483","metadata":[]}]}],"annotations":[]}]}