{"id":12747,"date":"2023-12-09T21:13:14","date_gmt":"2023-12-09T21:13:14","guid":{"rendered":"\/?p=12747"},"modified":"2023-12-09T21:16:08","modified_gmt":"2023-12-09T21:16:08","slug":"open-data-ais-as-indexes-efficient-research-needs-open-data","status":"publish","type":"post","link":"\/?p=12747","title":{"rendered":"Open Data, AIs as indexes, efficient research needs open data"},"content":{"rendered":"<p>kamalikac @kamalikac\u00a0 Do representation learning models memorize their training data? To understand this, we propose a new method called Deja vu to measure memorization in these models. #NeuRIPS2023<br \/>\nReplying to @kamalikac<\/p>\n<p>Full access to lossless complete source data is critical to accepted and trustworthy AIs. I criticize all AI groups now that refuse to cite sources and trace how they created their ideas, decisions and recommendations. AI training data should be an open database. Useful to all.<\/p>\n<p>Full access to lossless complete source data is critical to accepted and trustworthy AIs. I criticize all AI groups now that refuse to cite sources and trace how they arrive at responses, decisions and recommendations. AI training data should be an open database. Useful to all.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>kamalikac @kamalikac\u00a0 Do representation learning models memorize their training data? To understand this, we propose a new method called Deja vu to measure memorization in these models. #NeuRIPS2023 Replying to @kamalikac Full access to lossless complete source data is critical to accepted and trustworthy AIs. I criticize all AI groups now that refuse to cite <br \/><a class=\"read-more-button\" href=\"\/?p=12747\">Read More &raquo;<\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[43],"tags":[],"class_list":["post-12747","post","type-post","status-publish","format-standard","hentry","category-assistive-technologies"],"_links":{"self":[{"href":"\/index.php?rest_route=\/wp\/v2\/posts\/12747","targetHints":{"allow":["GET"]}}],"collection":[{"href":"\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=12747"}],"version-history":[{"count":2,"href":"\/index.php?rest_route=\/wp\/v2\/posts\/12747\/revisions"}],"predecessor-version":[{"id":12749,"href":"\/index.php?rest_route=\/wp\/v2\/posts\/12747\/revisions\/12749"}],"wp:attachment":[{"href":"\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=12747"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=12747"},{"taxonomy":"post_tag","embeddable":true,"href":"\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=12747"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}