{"id":170,"date":"2023-10-03T16:01:51","date_gmt":"2023-10-03T16:01:51","guid":{"rendered":"https:\/\/ozer.gt\/log\/?p=170"},"modified":"2024-01-27T07:41:15","modified_gmt":"2024-01-27T07:41:15","slug":"ai-as-an-umbrella-term","status":"publish","type":"post","link":"https:\/\/ozer.gt\/log\/2023\/10\/03\/ai-as-an-umbrella-term\/","title":{"rendered":"AI as an umbrella term"},"content":{"rendered":"<p>This is based on a recent Nature study, and it&#8217;s useful with a caveat that may make the findings and visuals less striking than they look:<\/p>\n<p>&#8220;\ud835\udc41\ud835\udc4e\ud835\udc61\ud835\udc62\ud835\udc5f\ud835\udc52 \ud835\udc60\ud835\udc52\ud835\udc4e\ud835\udc5f\ud835\udc50\u210e\ud835\udc52\ud835\udc51 \ud835\udc53\ud835\udc5c\ud835\udc5f \ud835\udc4e\ud835\udc5f\ud835\udc61\ud835\udc56\ud835\udc50\ud835\udc59\ud835\udc52\ud835\udc60, \ud835\udc5f\ud835\udc52\ud835\udc63\ud835\udc56\ud835\udc52\ud835\udc64\ud835\udc60 \ud835\udc4e\ud835\udc5b\ud835\udc51 \ud835\udc50\ud835\udc5c\ud835\udc5b\ud835\udc53\ud835\udc52\ud835\udc5f\ud835\udc52\ud835\udc5b\ud835\udc50\ud835\udc52 \ud835\udc5d\ud835\udc4e\ud835\udc5d\ud835\udc52\ud835\udc5f\ud835\udc60 \ud835\udc56\ud835\udc5b \ud835\udc46\ud835\udc50\ud835\udc5c\ud835\udc5d\ud835\udc62\ud835\udc60, \ud835\udc64\ud835\udc56\ud835\udc61\u210e \ud835\udc61\ud835\udc56\ud835\udc61\ud835\udc59\ud835\udc52\ud835\udc60, \ud835\udc4e\ud835\udc4f\ud835\udc60\ud835\udc61\ud835\udc5f\ud835\udc4e\ud835\udc50\ud835\udc61\ud835\udc60, \ud835\udc5c\ud835\udc5f \ud835\udc58\ud835\udc52\ud835\udc66\ud835\udc64\ud835\udc5c\ud835\udc5f\ud835\udc51\ud835\udc60 \ud835\udc50\ud835\udc5c\ud835\udc5b\ud835\udc61\ud835\udc4e\ud835\udc56\ud835\udc5b\ud835\udc56\ud835\udc5b\ud835\udc54 \ud835\udc61\u210e\ud835\udc52 \ud835\udc61\ud835\udc52\ud835\udc5f\ud835\udc5a\ud835\udc60 \u2018\ud835\udc5a\ud835\udc4e\ud835\udc50\u210e\ud835\udc56\ud835\udc5b\ud835\udc52 \ud835\udc59\ud835\udc52\ud835\udc4e\ud835\udc5f\ud835\udc5b\ud835\udc56\ud835\udc5b\ud835\udc54\u2019; \u2018\ud835\udc5b\ud835\udc52\ud835\udc62\ud835\udc5f\ud835\udc4e\ud835\udc59 \ud835\udc5b\ud835\udc52\ud835\udc61*\u2019, \u2018\ud835\udc51\ud835\udc52\ud835\udc52\ud835\udc5d \ud835\udc59\ud835\udc52\ud835\udc4e\ud835\udc5f\ud835\udc5b\ud835\udc56\ud835\udc5b\ud835\udc54\u2019, \u2018\ud835\udc5f\ud835\udc4e\ud835\udc5b\ud835\udc51\ud835\udc5c\ud835\udc5a \ud835\udc53\ud835\udc5c\ud835\udc5f\ud835\udc52\ud835\udc60\ud835\udc61\u2019, \u2018\ud835\udc51\ud835\udc52\ud835\udc52\ud835\udc5d \ud835\udc59\ud835\udc52\ud835\udc4e\ud835\udc5f\ud835\udc5b\ud835\udc56\ud835\udc5b\ud835\udc54\u2019, \u2018\ud835\udc60\ud835\udc62\ud835\udc5d\ud835\udc5d\ud835\udc5c\ud835\udc5f\ud835\udc61 \ud835\udc63\ud835\udc52\ud835\udc50\ud835\udc61\ud835\udc5c\ud835\udc5f \ud835\udc5a\ud835\udc4e\ud835\udc50\u210e\ud835\udc56\ud835\udc5b\ud835\udc52\u2019, \u2018\ud835\udc4e\ud835\udc5f\ud835\udc61\ud835\udc56\ud835\udc53\ud835\udc56\ud835\udc50\ud835\udc56\ud835\udc4e\ud835\udc59 \ud835\udc56\ud835\udc5b\ud835\udc61\ud835\udc52\ud835\udc59\ud835\udc59\ud835\udc56\ud835\udc54\ud835\udc52\ud835\udc5b\ud835\udc50\ud835\udc52\u2019, \u2018\ud835\udc51\ud835\udc56\ud835\udc5a\ud835\udc52\ud835\udc5b\ud835\udc60\ud835\udc56\ud835\udc5c\ud835\udc5b\ud835\udc4e\ud835\udc59\ud835\udc56\ud835\udc61\ud835\udc66 \ud835\udc5f\ud835\udc52\ud835\udc51\ud835\udc62\ud835\udc50\ud835\udc61\ud835\udc56\ud835\udc5c\ud835\udc5b\u2019, \u2018\ud835\udc54\ud835\udc4e\ud835\udc62\ud835\udc60\ud835\udc60\ud835\udc56\ud835\udc4e\ud835\udc5b \ud835\udc5d\ud835\udc5f\ud835\udc5c\ud835\udc50\ud835\udc52\ud835\udc60\ud835\udc60\ud835\udc52\ud835\udc60\u2019, \u2018\ud835\udc5b\ud835\udc4e\ud835\udc56\u0308\ud835\udc63\ud835\udc52 \ud835\udc4f\ud835\udc4e\ud835\udc66\ud835\udc52\ud835\udc60\u2019, \u2018\ud835\udc59\ud835\udc4e\ud835\udc5f\ud835\udc54\ud835\udc52 \ud835\udc59\ud835\udc4e\ud835\udc5b\ud835\udc54\ud835\udc62\ud835\udc4e\ud835\udc54\ud835\udc52 \ud835\udc5a\ud835\udc5c\ud835\udc51\ud835\udc52\ud835\udc59\ud835\udc60\u2019, \u2018\ud835\udc59\ud835\udc59\ud835\udc5a*\u2019, \u2018\ud835\udc50\u210e\ud835\udc4e\ud835\udc61\ud835\udc54\ud835\udc5d\ud835\udc61\u2019, \u2018\ud835\udc54\ud835\udc4e\ud835\udc62\ud835\udc60\ud835\udc60\ud835\udc56\ud835\udc4e\ud835\udc5b \ud835\udc5a\ud835\udc56\ud835\udc65\ud835\udc61\ud835\udc62\ud835\udc5f\ud835\udc52 \ud835\udc5a\ud835\udc5c\ud835\udc51\ud835\udc52\ud835\udc59\ud835\udc60\u2019, \u2018\ud835\udc52\ud835\udc5b\ud835\udc60\ud835\udc52\ud835\udc5a\ud835\udc4f\ud835\udc59\ud835\udc52 \ud835\udc5a\ud835\udc52\ud835\udc61\u210e\ud835\udc5c\ud835\udc51\ud835\udc60\u2019.&#8221;<\/p>\n<p>So, SVM, Naive Bayes, Random forest, and Ensemble methods are all called AI (not untrue, but&#8230;). Gaussian processes? Well, papers with a GP regression count then. Dimensionality reduction? So, papers using PCA or LDA count.<\/p>\n<p>This feeds the trend of using AI as an umbrella term unfortunately.<\/p>\n<p><a href=\"https:\/\/www.nature.com\/articles\/d41586-023-02980-0\">Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>This is based on a recent Nature study, and it&#8217;s useful with a caveat that may make the findings and visuals less striking than they look: &#8220;\ud835\udc41\ud835\udc4e\ud835\udc61\ud835\udc62\ud835\udc5f\ud835\udc52 \ud835\udc60\ud835\udc52\ud835\udc4e\ud835\udc5f\ud835\udc50\u210e\ud835\udc52\ud835\udc51 \ud835\udc53\ud835\udc5c\ud835\udc5f \ud835\udc4e\ud835\udc5f\ud835\udc61\ud835\udc56\ud835\udc50\ud835\udc59\ud835\udc52\ud835\udc60, \ud835\udc5f\ud835\udc52\ud835\udc63\ud835\udc56\ud835\udc52\ud835\udc64\ud835\udc60 \ud835\udc4e\ud835\udc5b\ud835\udc51 \ud835\udc50\ud835\udc5c\ud835\udc5b\ud835\udc53\ud835\udc52\ud835\udc5f\ud835\udc52\ud835\udc5b\ud835\udc50\ud835\udc52 \ud835\udc5d\ud835\udc4e\ud835\udc5d\ud835\udc52\ud835\udc5f\ud835\udc60 \ud835\udc56\ud835\udc5b \ud835\udc46\ud835\udc50\ud835\udc5c\ud835\udc5d\ud835\udc62\ud835\udc60, \ud835\udc64\ud835\udc56\ud835\udc61\u210e \ud835\udc61\ud835\udc56\ud835\udc61\ud835\udc59\ud835\udc52\ud835\udc60, \ud835\udc4e\ud835\udc4f\ud835\udc60\ud835\udc61\ud835\udc5f\ud835\udc4e\ud835\udc50\ud835\udc61\ud835\udc60, \ud835\udc5c\ud835\udc5f \ud835\udc58\ud835\udc52\ud835\udc66\ud835\udc64\ud835\udc5c\ud835\udc5f\ud835\udc51\ud835\udc60 \ud835\udc50\ud835\udc5c\ud835\udc5b\ud835\udc61\ud835\udc4e\ud835\udc56\ud835\udc5b\ud835\udc56\ud835\udc5b\ud835\udc54 \ud835\udc61\u210e\ud835\udc52 \ud835\udc61\ud835\udc52\ud835\udc5f\ud835\udc5a\ud835\udc60 \u2018\ud835\udc5a\ud835\udc4e\ud835\udc50\u210e\ud835\udc56\ud835\udc5b\ud835\udc52 \ud835\udc59\ud835\udc52\ud835\udc4e\ud835\udc5f\ud835\udc5b\ud835\udc56\ud835\udc5b\ud835\udc54\u2019; \u2018\ud835\udc5b\ud835\udc52\ud835\udc62\ud835\udc5f\ud835\udc4e\ud835\udc59 \ud835\udc5b\ud835\udc52\ud835\udc61*\u2019, \u2018\ud835\udc51\ud835\udc52\ud835\udc52\ud835\udc5d \ud835\udc59\ud835\udc52\ud835\udc4e\ud835\udc5f\ud835\udc5b\ud835\udc56\ud835\udc5b\ud835\udc54\u2019, \u2018\ud835\udc5f\ud835\udc4e\ud835\udc5b\ud835\udc51\ud835\udc5c\ud835\udc5a \ud835\udc53\ud835\udc5c\ud835\udc5f\ud835\udc52\ud835\udc60\ud835\udc61\u2019, \u2018\ud835\udc51\ud835\udc52\ud835\udc52\ud835\udc5d \ud835\udc59\ud835\udc52\ud835\udc4e\ud835\udc5f\ud835\udc5b\ud835\udc56\ud835\udc5b\ud835\udc54\u2019, \u2018\ud835\udc60\ud835\udc62\ud835\udc5d\ud835\udc5d\ud835\udc5c\ud835\udc5f\ud835\udc61 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"cybocfi_hide_featured_image":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-170","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/posts\/170","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/comments?post=170"}],"version-history":[{"count":1,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/posts\/170\/revisions"}],"predecessor-version":[{"id":171,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/posts\/170\/revisions\/171"}],"wp:attachment":[{"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/media?parent=170"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/categories?post=170"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/tags?post=170"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}