{"id":4517,"date":"2025-12-15T01:38:00","date_gmt":"2025-12-15T06:38:00","guid":{"rendered":"https:\/\/dwaynephillips.net\/workingup\/?p=4517"},"modified":"2025-12-04T11:51:03","modified_gmt":"2025-12-04T16:51:03","slug":"cleverly-deceptive","status":"publish","type":"post","link":"https:\/\/dwaynephillips.net\/workingup\/2025\/12\/cleverly-deceptive\/","title":{"rendered":"Cleverly Deceptive"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">by Dwayne Phillips<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>AI has eaten the world. It is the latest and greatest thing&#8230;or is it?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I hang around America&#8217;s Federal government. There are many new programs in our Federal government to push and pull and take advantage of AI. AI will do wonders. Isn&#8217;t it wonderfully wonderful? Sigh. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Perhaps I am just too old for all this. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Generative AI generates things that were not there, hence the adjective &#8220;generative.&#8221; Well, actually it doesn&#8217;t generate, it predicts based on things that were already present. Oh, so it&#8217;s Predictive AI. Wait, we&#8217;ve had predictive AI for many decades. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Wait, before that we had mathematics that predicted things. Remember y=mx+b? Put a new value as x, use the slope of the line and the Y-axis intercept point and predict the next value of y. But that wasn&#8217;t Predictive AI, that was just the equation of a straight line. Yes, and the equation of a straight line was a mathematical model of the line. And the AI model (like GPT-whatever) predicts the next word. The AI model is based on all the text that was fed into some software to build a model. The equation of the line is based on all the numbers fed into &#8230; wait, there must be something wrong here.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Could it be that all this generative AI is just a clever packaging of mathematics and software and &#8230; ? Naw, couldn&#8217;t be that. Must be something else, huh?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&#8216;Fraid not. Predicting the next thing is as old as the equation of a straight line. Except now, we have super duper computers that consume lots of electricity and are clever enough to be cleverly deceptive.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Perhaps I am just too old for all this.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>by Dwayne Phillips AI has eaten the world. It is the latest and greatest thing&#8230;or is it? I hang around America&#8217;s Federal government. There are many new programs in our Federal government to push and pull and take advantage of AI. AI will do wonders. Isn&#8217;t it wonderfully wonderful? Sigh. Perhaps I am just too [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[469,115,412,382,58],"tags":[470,227,413,383,178],"class_list":["post-4517","post","type-post","status-publish","format-standard","hentry","category-artificial-intelligence","category-engineering","category-language","category-mathematics","category-systems","tag-artificial-intelligence","tag-engineering","tag-language","tag-mathematics","tag-systems"],"_links":{"self":[{"href":"https:\/\/dwaynephillips.net\/workingup\/wp-json\/wp\/v2\/posts\/4517","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dwaynephillips.net\/workingup\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dwaynephillips.net\/workingup\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dwaynephillips.net\/workingup\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/dwaynephillips.net\/workingup\/wp-json\/wp\/v2\/comments?post=4517"}],"version-history":[{"count":1,"href":"https:\/\/dwaynephillips.net\/workingup\/wp-json\/wp\/v2\/posts\/4517\/revisions"}],"predecessor-version":[{"id":4518,"href":"https:\/\/dwaynephillips.net\/workingup\/wp-json\/wp\/v2\/posts\/4517\/revisions\/4518"}],"wp:attachment":[{"href":"https:\/\/dwaynephillips.net\/workingup\/wp-json\/wp\/v2\/media?parent=4517"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dwaynephillips.net\/workingup\/wp-json\/wp\/v2\/categories?post=4517"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dwaynephillips.net\/workingup\/wp-json\/wp\/v2\/tags?post=4517"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}