{"id":7037,"date":"2023-02-18T23:38:31","date_gmt":"2023-02-18T23:38:31","guid":{"rendered":"https:\/\/www.learningaloud.com\/blurts\/?p=7037"},"modified":"2023-02-18T23:38:33","modified_gmt":"2023-02-18T23:38:33","slug":"how-chatgpt-works","status":"publish","type":"post","link":"https:\/\/www.learningaloud.com\/blurts\/2023\/02\/18\/how-chatgpt-works\/","title":{"rendered":"How ChatGPT works"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">For those interested in AI and AI applied to language challenges such as what are demonstrated in ChatGPT, I recommend <a href=\"https:\/\/writings.stephenwolfram.com\/2023\/02\/what-is-chatgpt-doing-and-why-does-it-work\/\">this explanation by Wolfram<\/a>. I admit it is way over my head and I became completely lost when it moved beyond generating sentences to sentences that reflect the knowledge in its knowledge base. I was exposed to matrix mathematics back in graduate school, but I did not take the calculus-based version of statistics so the determination of weights and such things are beyond my understanding. The math is just one of the issues to contemplate in machine learning. I have been looking for something that took on the challenge of explaining the AI of language understanding and production. I think I have found such as effort, but to my frustration I just can&#8217;t understand it. Wolfram has a YouTube effort to explain many of the same concepts, but he seems to explain things well but my comprehension was the same &#8211; <a href=\"https:\/\/www.youtube.com\/watch?v=zLnhg9kir3Q\">Wolfram YouTube<\/a> and <a href=\"https:\/\/www.youtube.com\/watch?v=flXrLGPY3SU\">Wolfram YouTube<\/a><\/p>\n<div class=\"pvc_clear\"><\/div><p id=\"pvc_stats_7037\" class=\"pvc_stats all  \" data-element-id=\"7037\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg aria-hidden=\"true\" focusable=\"false\" data-prefix=\"far\" data-icon=\"chart-bar\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\" class=\"svg-inline--fa fa-chart-bar fa-w-16 fa-2x\"><path fill=\"currentColor\" d=\"M396.8 352h22.4c6.4 0 12.8-6.4 12.8-12.8V108.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v230.4c0 6.4 6.4 12.8 12.8 12.8zm-192 0h22.4c6.4 0 12.8-6.4 12.8-12.8V140.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v198.4c0 6.4 6.4 12.8 12.8 12.8zm96 0h22.4c6.4 0 12.8-6.4 12.8-12.8V204.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v134.4c0 6.4 6.4 12.8 12.8 12.8zM496 400H48V80c0-8.84-7.16-16-16-16H16C7.16 64 0 71.16 0 80v336c0 17.67 14.33 32 32 32h464c8.84 0 16-7.16 16-16v-16c0-8.84-7.16-16-16-16zm-387.2-48h22.4c6.4 0 12.8-6.4 12.8-12.8v-70.4c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v70.4c0 6.4 6.4 12.8 12.8 12.8z\" class=\"\"><\/path><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/www.learningaloud.com\/blurts\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p><div class=\"pvc_clear\"><\/div>","protected":false},"excerpt":{"rendered":"<p>For those interested in AI and AI applied to language challenges such as what are demonstrated in ChatGPT, I recommend this explanation by Wolfram. I admit it is way over my head and I became completely lost when it moved &hellip; <a href=\"https:\/\/www.learningaloud.com\/blurts\/2023\/02\/18\/how-chatgpt-works\/\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_7037\" class=\"pvc_stats all  \" data-element-id=\"7037\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg aria-hidden=\"true\" focusable=\"false\" data-prefix=\"far\" data-icon=\"chart-bar\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\" class=\"svg-inline--fa fa-chart-bar fa-w-16 fa-2x\"><path fill=\"currentColor\" d=\"M396.8 352h22.4c6.4 0 12.8-6.4 12.8-12.8V108.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v230.4c0 6.4 6.4 12.8 12.8 12.8zm-192 0h22.4c6.4 0 12.8-6.4 12.8-12.8V140.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v198.4c0 6.4 6.4 12.8 12.8 12.8zm96 0h22.4c6.4 0 12.8-6.4 12.8-12.8V204.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v134.4c0 6.4 6.4 12.8 12.8 12.8zM496 400H48V80c0-8.84-7.16-16-16-16H16C7.16 64 0 71.16 0 80v336c0 17.67 14.33 32 32 32h464c8.84 0 16-7.16 16-16v-16c0-8.84-7.16-16-16-16zm-387.2-48h22.4c6.4 0 12.8-6.4 12.8-12.8v-70.4c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v70.4c0 6.4 6.4 12.8 12.8 12.8z\" class=\"\"><\/path><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/www.learningaloud.com\/blurts\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_crdt_document":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[1],"tags":[],"class_list":["post-7037","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_shortlink":"https:\/\/wp.me\/p1s9GG-1Pv","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.learningaloud.com\/blurts\/wp-json\/wp\/v2\/posts\/7037","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.learningaloud.com\/blurts\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.learningaloud.com\/blurts\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.learningaloud.com\/blurts\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.learningaloud.com\/blurts\/wp-json\/wp\/v2\/comments?post=7037"}],"version-history":[{"count":1,"href":"https:\/\/www.learningaloud.com\/blurts\/wp-json\/wp\/v2\/posts\/7037\/revisions"}],"predecessor-version":[{"id":7038,"href":"https:\/\/www.learningaloud.com\/blurts\/wp-json\/wp\/v2\/posts\/7037\/revisions\/7038"}],"wp:attachment":[{"href":"https:\/\/www.learningaloud.com\/blurts\/wp-json\/wp\/v2\/media?parent=7037"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.learningaloud.com\/blurts\/wp-json\/wp\/v2\/categories?post=7037"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.learningaloud.com\/blurts\/wp-json\/wp\/v2\/tags?post=7037"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}