{"id":9925,"date":"2023-12-05T17:35:29","date_gmt":"2023-12-06T00:35:29","guid":{"rendered":"https:\/\/mattfife.com\/?p=9925"},"modified":"2023-11-11T18:00:39","modified_gmt":"2023-11-12T01:00:39","slug":"introduction-to-generative-ai","status":"publish","type":"post","link":"https:\/\/mattfife.com\/?p=9925","title":{"rendered":"Introduction to Generative AI"},"content":{"rendered":"\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<span class=\"embed-youtube\" style=\"text-align:center; display: block;\"><iframe loading=\"lazy\" class=\"youtube-player\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/KZ7BnJb30Cc?version=3&#038;rel=1&#038;showsearch=0&#038;showinfo=1&#038;iv_load_policy=1&#038;fs=1&#038;hl=en-US&#038;autohide=2&#038;wmode=transparent\" allowfullscreen=\"true\" style=\"border:0;\" sandbox=\"allow-scripts allow-same-origin allow-popups allow-presentation allow-popups-to-escape-sandbox\"><\/iframe><\/span>\n<\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">AI&#8217;s can be applied to a number of different classes of problems. Recognizing and predicting are some of these tasks. But when it comes to generating something, you&#8217;re probably using a GAN. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is a video from about 3 years ago when GANS were really getting started. If you&#8217;re trying to get your feet wet, this is a great, brief introduction to the history of AI systems like <a href=\"https:\/\/en.wikipedia.org\/wiki\/Generative_adversarial_network\" data-type=\"link\" data-id=\"https:\/\/en.wikipedia.org\/wiki\/Generative_adversarial_network\">GAN<\/a>s (generative adversarial networks). Or, check out some of these other networks.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Links to referenced material:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>This person does not exist &#8211; <a href=\"https:\/\/this-person-does-not-exist.com\/en\">https:\/\/this-person-does-not-exist.com\/en<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/toonify.photos\/\" data-type=\"link\" data-id=\"https:\/\/toonify.photos\/\">Toonification<\/a><\/li>\n\n\n\n<li>Interview of <a href=\"https:\/\/en.wikipedia.org\/wiki\/Ian_Goodfellow\" data-type=\"link\" data-id=\"https:\/\/en.wikipedia.org\/wiki\/Ian_Goodfellow\">Ian Goodfellow<\/a>, the inventor of GANS, by Andrew Ng: <a href=\"https:\/\/www.youtube.com\/watch?v=pWAc9B2zJS4\">https:\/\/www.youtube.com\/watch?v=pWAc9B2zJS4<\/a><\/li>\n\n\n\n<li>nVidia GameGAN Pacman: <a href=\"https:\/\/blogs.nvidia.com\/blog\/2020\/05\/22\/gamegan-research-pacman-anniversary\/\">https:\/\/blogs.nvidia.com\/blog\/2020\/05\/22\/gamegan-research-pacman-anniversary\/<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/research.nvidia.com\/labs\/toronto-ai\/GameGAN\/\" data-type=\"link\" data-id=\"https:\/\/research.nvidia.com\/labs\/toronto-ai\/GameGAN\/\">nVidia GameGAN<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/miro.medium.com\/v2\/resize:fit:2000\/1*cuTSPlTq0a_327iTPJyD-Q.png\" data-type=\"link\" data-id=\"https:\/\/miro.medium.com\/v2\/resize:fit:2000\/1*cuTSPlTq0a_327iTPJyD-Q.png\">List of different kinds of neural nets<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.nvidia.com\/en-us\/geforce\/technologies\/dlss\/\" data-type=\"link\" data-id=\"https:\/\/www.nvidia.com\/en-us\/geforce\/technologies\/dlss\/\">nVidia Deep Learning Supersampling<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.scientificamerican.com\/article\/a-nixon-deepfake-a-moon-disaster-speech-and-an-information-ecosystem-at-risk1\/\" data-type=\"link\" data-id=\"https:\/\/www.scientificamerican.com\/article\/a-nixon-deepfake-a-moon-disaster-speech-and-an-information-ecosystem-at-risk1\/\">Nixon moon landing deepfake<\/a>\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=2rkQn-43ixs\">https:\/\/www.youtube.com\/watch?v=2rkQn-43ixs<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>AI&#8217;s can be applied to a number of different classes of problems. Recognizing and predicting are some of these tasks. But when it comes to generating something, you&#8217;re probably using a GAN. This is a video from about 3 years ago when GANS were really getting started. If you&#8217;re trying to get your feet wet, this is a great, brief introduction to the history of AI systems like GANs (generative adversarial networks). Or, check out some of these other networks&#8230;.<\/p>\n<p class=\"read-more\"><a class=\"btn btn-default\" href=\"https:\/\/mattfife.com\/?p=9925\"> Read More<span class=\"screen-reader-text\">  Read More<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_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":[28,9],"tags":[],"class_list":["post-9925","post","type-post","status-publish","format-standard","hentry","category-ai","category-cool"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p4WECr-2A5","jetpack-related-posts":[],"_links":{"self":[{"href":"https:\/\/mattfife.com\/index.php?rest_route=\/wp\/v2\/posts\/9925","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mattfife.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mattfife.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mattfife.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mattfife.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=9925"}],"version-history":[{"count":1,"href":"https:\/\/mattfife.com\/index.php?rest_route=\/wp\/v2\/posts\/9925\/revisions"}],"predecessor-version":[{"id":9930,"href":"https:\/\/mattfife.com\/index.php?rest_route=\/wp\/v2\/posts\/9925\/revisions\/9930"}],"wp:attachment":[{"href":"https:\/\/mattfife.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9925"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mattfife.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=9925"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mattfife.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=9925"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}