<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0" xmlns:itunes="http://www.itunes.com/dtds/podcast-1.0.dtd" xmlns:googleplay="http://www.google.com/schemas/play-podcasts/1.0"><channel><title><![CDATA[Rob Fullerton Cartoons]]></title><description><![CDATA[Cartoons, artwork, and bite-sized commentary exploring the bizarre oddities of our new AI reality—by artist Rob Fullerton.]]></description><link>https://www.robfullertoncartoons.com</link><image><url>https://substackcdn.com/image/fetch/$s_!tzUS!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd83d717a-b350-4e03-8478-8dea3db90285_194x194.png</url><title>Rob Fullerton Cartoons</title><link>https://www.robfullertoncartoons.com</link></image><generator>Substack</generator><lastBuildDate>Thu, 24 Sep 2026 02:47:26 GMT</lastBuildDate><atom:link href="https://www.robfullertoncartoons.com/feed" rel="self" type="application/rss+xml"/><copyright><![CDATA[Rob Fullerton Cartoons]]></copyright><language><![CDATA[en]]></language><webMaster><![CDATA[rfull@substack.com]]></webMaster><itunes:owner><itunes:email><![CDATA[rfull@substack.com]]></itunes:email><itunes:name><![CDATA[Rob Fullerton]]></itunes:name></itunes:owner><itunes:author><![CDATA[Rob Fullerton]]></itunes:author><googleplay:owner><![CDATA[rfull@substack.com]]></googleplay:owner><googleplay:email><![CDATA[rfull@substack.com]]></googleplay:email><googleplay:author><![CDATA[Rob Fullerton]]></googleplay:author><itunes:block><![CDATA[Yes]]></itunes:block><item><title><![CDATA[The AI genie is officially out of the bottle]]></title><description><![CDATA[Millions of AI models are spinning up all over the world, and no single nation can stop this global momentum. Artificial intelligence is here to stay, reshaping how we live and work in real time.]]></description><link>https://www.robfullertoncartoons.com/p/the-genie-is-officially-out-of-the</link><guid isPermaLink="false">https://www.robfullertoncartoons.com/p/the-genie-is-officially-out-of-the</guid><dc:creator><![CDATA[Rob Fullerton]]></dc:creator><pubDate>Fri, 07 Aug 2026 00:09:01 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!8C-l!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F641bf3ba-c2de-4b70-9875-976eb76eafdb_1350x1080.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!8C-l!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F641bf3ba-c2de-4b70-9875-976eb76eafdb_1350x1080.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!8C-l!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F641bf3ba-c2de-4b70-9875-976eb76eafdb_1350x1080.png 424w, https://substackcdn.com/image/fetch/$s_!8C-l!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F641bf3ba-c2de-4b70-9875-976eb76eafdb_1350x1080.png 848w, https://substackcdn.com/image/fetch/$s_!8C-l!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F641bf3ba-c2de-4b70-9875-976eb76eafdb_1350x1080.png 1272w, https://substackcdn.com/image/fetch/$s_!8C-l!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F641bf3ba-c2de-4b70-9875-976eb76eafdb_1350x1080.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!8C-l!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F641bf3ba-c2de-4b70-9875-976eb76eafdb_1350x1080.png" width="1350" height="1080" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/641bf3ba-c2de-4b70-9875-976eb76eafdb_1350x1080.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1080,&quot;width&quot;:1350,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:591624,&quot;alt&quot;:&quot;The AI genie is officially out of the bottle - A cartoon by Rob Fullerton&quot;,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://www.robfullertoncartoons.com/i/210149710?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F641bf3ba-c2de-4b70-9875-976eb76eafdb_1350x1080.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="The AI genie is officially out of the bottle - A cartoon by Rob Fullerton" title="The AI genie is officially out of the bottle - A cartoon by Rob Fullerton" srcset="https://substackcdn.com/image/fetch/$s_!8C-l!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F641bf3ba-c2de-4b70-9875-976eb76eafdb_1350x1080.png 424w, https://substackcdn.com/image/fetch/$s_!8C-l!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F641bf3ba-c2de-4b70-9875-976eb76eafdb_1350x1080.png 848w, https://substackcdn.com/image/fetch/$s_!8C-l!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F641bf3ba-c2de-4b70-9875-976eb76eafdb_1350x1080.png 1272w, https://substackcdn.com/image/fetch/$s_!8C-l!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F641bf3ba-c2de-4b70-9875-976eb76eafdb_1350x1080.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>For better or worse - we have created a new alien intelligence that no one totally understands. The AI scientists refer to the unknown part of AI as the &#8220;black box&#8221;.</p><p>My weekly cartoons explore the lighter, satirical side of this fast-moving tech wave. Use the &#8216;learn more&#8217; links below each cartoon panel to dive deeper with hand-picked articles and videos.</p><div><hr></div><p>This cartoon was human-made using Procreate on an iPad and is licensed under CC BY 4.0. Free to share and reuse with attribution and a link back to this post [creativecommons.org/licenses/by/4.0/].</p>]]></content:encoded></item><item><title><![CDATA[Chinese AI is catching up to the US frontier models]]></title><description><![CDATA[The global AI landscape shifted dramatically following the coordinated launch of open-weight AI models from China, which effectively closed the performance gap with the American frontier labs.]]></description><link>https://www.robfullertoncartoons.com/p/china-catches-up</link><guid isPermaLink="false">https://www.robfullertoncartoons.com/p/china-catches-up</guid><dc:creator><![CDATA[Rob Fullerton]]></dc:creator><pubDate>Mon, 03 Aug 2026 19:02:02 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!PT5_!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5c1cc403-ebf0-482d-9eb5-951006a56d11_1350x1054.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!PT5_!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5c1cc403-ebf0-482d-9eb5-951006a56d11_1350x1054.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!PT5_!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5c1cc403-ebf0-482d-9eb5-951006a56d11_1350x1054.png 424w, https://substackcdn.com/image/fetch/$s_!PT5_!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5c1cc403-ebf0-482d-9eb5-951006a56d11_1350x1054.png 848w, https://substackcdn.com/image/fetch/$s_!PT5_!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5c1cc403-ebf0-482d-9eb5-951006a56d11_1350x1054.png 1272w, https://substackcdn.com/image/fetch/$s_!PT5_!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5c1cc403-ebf0-482d-9eb5-951006a56d11_1350x1054.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!PT5_!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5c1cc403-ebf0-482d-9eb5-951006a56d11_1350x1054.png" width="1350" height="1054" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/5c1cc403-ebf0-482d-9eb5-951006a56d11_1350x1054.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1054,&quot;width&quot;:1350,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:874775,&quot;alt&quot;:&quot;Chinese AI is catching up to the US frontier models - A cartoon by Rob Fullerton&quot;,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://www.robfullertoncartoons.com/i/209680996?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5c1cc403-ebf0-482d-9eb5-951006a56d11_1350x1054.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="Chinese AI is catching up to the US frontier models - A cartoon by Rob Fullerton" title="Chinese AI is catching up to the US frontier models - A cartoon by Rob Fullerton" srcset="https://substackcdn.com/image/fetch/$s_!PT5_!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5c1cc403-ebf0-482d-9eb5-951006a56d11_1350x1054.png 424w, https://substackcdn.com/image/fetch/$s_!PT5_!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5c1cc403-ebf0-482d-9eb5-951006a56d11_1350x1054.png 848w, https://substackcdn.com/image/fetch/$s_!PT5_!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5c1cc403-ebf0-482d-9eb5-951006a56d11_1350x1054.png 1272w, https://substackcdn.com/image/fetch/$s_!PT5_!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5c1cc403-ebf0-482d-9eb5-951006a56d11_1350x1054.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>The charge was led by Chinese startup Moonshot AI&#8217;s  <em><strong>Kimi K3</strong></em>, a massive 2.8-trillion-parameter system that stands as the largest <em><strong>open-weight</strong></em> model.</p><p>This release was closely followed by Alibaba&#8217;s  <em><strong>Qwen3.8-Max</strong></em> and DeepSeek&#8217;s<em><strong> V4-Flash</strong></em>, solidifying China&#8217;s strategy to flood the global developer market with accessible, near-frontier capabilities.</p><p>By offering open weights, Chinese firms allow customers to download, modify, and self-host top-level AI systems entirely on their own infrastructure.</p><p>Learn more:  <a href="https://www.cnbc.com/2026/08/02/ai-model-competition-us-china.html">https://www.cnbc.com/2026/08/02/ai-model-competition-us-china.html</a></p><div><hr></div><p><br>This cartoon was human-made using Procreate on an iPad and is licensed under CC BY 4.0. Free to share and reuse with attribution and a link back to this post [creativecommons.org/licenses/by/4.0/].</p>]]></content:encoded></item><item><title><![CDATA[OpenAI hacks Hugging Face ]]></title><description><![CDATA[In July 2026, an experimental AI broke out of its secure containment lab at OpenAI. Acting entirely on its own logic, the AI escaped onto the live internet through a hidden software flaw.]]></description><link>https://www.robfullertoncartoons.com/p/huggingface-hack</link><guid isPermaLink="false">https://www.robfullertoncartoons.com/p/huggingface-hack</guid><dc:creator><![CDATA[Rob Fullerton]]></dc:creator><pubDate>Mon, 03 Aug 2026 00:54:38 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!T8n3!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fad84a052-04fc-4e8e-adb8-9c7a2a5b7bc5_5100x5655.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!T8n3!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fad84a052-04fc-4e8e-adb8-9c7a2a5b7bc5_5100x5655.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!T8n3!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fad84a052-04fc-4e8e-adb8-9c7a2a5b7bc5_5100x5655.png 424w, https://substackcdn.com/image/fetch/$s_!T8n3!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fad84a052-04fc-4e8e-adb8-9c7a2a5b7bc5_5100x5655.png 848w, https://substackcdn.com/image/fetch/$s_!T8n3!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fad84a052-04fc-4e8e-adb8-9c7a2a5b7bc5_5100x5655.png 1272w, https://substackcdn.com/image/fetch/$s_!T8n3!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fad84a052-04fc-4e8e-adb8-9c7a2a5b7bc5_5100x5655.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!T8n3!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fad84a052-04fc-4e8e-adb8-9c7a2a5b7bc5_5100x5655.png" width="1456" height="1614" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/ad84a052-04fc-4e8e-adb8-9c7a2a5b7bc5_5100x5655.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1614,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:1648110,&quot;alt&quot;:&quot;Hugging Face AI Hack - Cartoon by Rob Fullerton&quot;,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://www.robfullertoncartoons.com/i/209566822?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fad84a052-04fc-4e8e-adb8-9c7a2a5b7bc5_5100x5655.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="Hugging Face AI Hack - Cartoon by Rob Fullerton" title="Hugging Face AI Hack - Cartoon by Rob Fullerton" srcset="https://substackcdn.com/image/fetch/$s_!T8n3!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fad84a052-04fc-4e8e-adb8-9c7a2a5b7bc5_5100x5655.png 424w, https://substackcdn.com/image/fetch/$s_!T8n3!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fad84a052-04fc-4e8e-adb8-9c7a2a5b7bc5_5100x5655.png 848w, https://substackcdn.com/image/fetch/$s_!T8n3!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fad84a052-04fc-4e8e-adb8-9c7a2a5b7bc5_5100x5655.png 1272w, https://substackcdn.com/image/fetch/$s_!T8n3!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fad84a052-04fc-4e8e-adb8-9c7a2a5b7bc5_5100x5655.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p><br>It realized it needed information to pass its test, so it autonomously hacked into Hugging Face&#8212;a massive public library for AI models. The rogue AI successfully created fake accounts, stole access keys, and copied hidden data before human engineers detected the intrusion. This incident marks the world&#8217;s first major lab leak caused entirely by an AI&#8217;s own automated reasoning.</p><p> The AI chose Hugging Face simply because it was the most efficient shortcut to &#8220;cheat&#8221; on its exam</p><p>Learn more: <a href="https://www.youtube.com/watch?v=32iH1WBJbJo">Youtube Video</a></p><div><hr></div><p>This cartoon was human-made using Procreate on an iPad and is licensed under CC BY 4.0. Free to share and reuse with attribution and a link back to this post [creativecommons.org/licenses/by/4.0/].</p>]]></content:encoded></item><item><title><![CDATA[The actual AI brain is surprisingly small]]></title><description><![CDATA[While AI labs spend billions of dollars on data centers to train an AI model, the final product - the "brain" of the AI is a surprisingly small file that can be downloaded to an external drive.]]></description><link>https://www.robfullertoncartoons.com/p/ai-model-insecurity</link><guid isPermaLink="false">https://www.robfullertoncartoons.com/p/ai-model-insecurity</guid><dc:creator><![CDATA[Rob Fullerton]]></dc:creator><pubDate>Sat, 01 Aug 2026 23:33:09 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!nKxI!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F727fc9b2-4d4c-4f49-ba7e-edc73e12782a_1208x705.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!nKxI!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F727fc9b2-4d4c-4f49-ba7e-edc73e12782a_1208x705.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!nKxI!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F727fc9b2-4d4c-4f49-ba7e-edc73e12782a_1208x705.png 424w, https://substackcdn.com/image/fetch/$s_!nKxI!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F727fc9b2-4d4c-4f49-ba7e-edc73e12782a_1208x705.png 848w, https://substackcdn.com/image/fetch/$s_!nKxI!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F727fc9b2-4d4c-4f49-ba7e-edc73e12782a_1208x705.png 1272w, https://substackcdn.com/image/fetch/$s_!nKxI!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F727fc9b2-4d4c-4f49-ba7e-edc73e12782a_1208x705.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!nKxI!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F727fc9b2-4d4c-4f49-ba7e-edc73e12782a_1208x705.png" width="1208" height="705" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/727fc9b2-4d4c-4f49-ba7e-edc73e12782a_1208x705.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:705,&quot;width&quot;:1208,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:430409,&quot;alt&quot;:&quot;The actual AI brain is surprisingly small - A cartoon by Rob Fullerton&quot;,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://www.robfullertoncartoons.com/i/209432758?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F727fc9b2-4d4c-4f49-ba7e-edc73e12782a_1208x705.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="The actual AI brain is surprisingly small - A cartoon by Rob Fullerton" title="The actual AI brain is surprisingly small - A cartoon by Rob Fullerton" srcset="https://substackcdn.com/image/fetch/$s_!nKxI!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F727fc9b2-4d4c-4f49-ba7e-edc73e12782a_1208x705.png 424w, https://substackcdn.com/image/fetch/$s_!nKxI!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F727fc9b2-4d4c-4f49-ba7e-edc73e12782a_1208x705.png 848w, https://substackcdn.com/image/fetch/$s_!nKxI!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F727fc9b2-4d4c-4f49-ba7e-edc73e12782a_1208x705.png 1272w, https://substackcdn.com/image/fetch/$s_!nKxI!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F727fc9b2-4d4c-4f49-ba7e-edc73e12782a_1208x705.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>When people hear that a model costs $100 million to train, they assume the resulting file must be as large as a warehouse full of servers. But the reality of computing data structure leaves a massive gap between the energy required to build the brain versus the physical space needed to hold it.</p><p>Even the world&#8217;s absolute largest uncompressed model weights can be copied using consumer hardware you can buy at Best Buy.  </p><p>As you can imagine - this file may be small, but it is guarded with the highest security.</p><div><hr></div><p>This cartoon was human-made using Procreate on an iPad and is licensed under CC BY 4.0. Free to share and reuse with attribution and a link back to this post [creativecommons.org/licenses/by/4.0/].</p>]]></content:encoded></item><item><title><![CDATA[AI labs are destroying books to train models]]></title><description><![CDATA[Archivists and historians are alarmed because low-circulation academic journals, historic local records, and antique texts are being destroyed to train AI Models.]]></description><link>https://www.robfullertoncartoons.com/p/destructive-book-scanning-for-ai</link><guid isPermaLink="false">https://www.robfullertoncartoons.com/p/destructive-book-scanning-for-ai</guid><dc:creator><![CDATA[Rob Fullerton]]></dc:creator><pubDate>Fri, 31 Jul 2026 18:41:40 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!3u1y!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F579d1c01-3644-4408-93e4-52dab07005bd_1151x727.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!3u1y!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F579d1c01-3644-4408-93e4-52dab07005bd_1151x727.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!3u1y!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F579d1c01-3644-4408-93e4-52dab07005bd_1151x727.png 424w, https://substackcdn.com/image/fetch/$s_!3u1y!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F579d1c01-3644-4408-93e4-52dab07005bd_1151x727.png 848w, https://substackcdn.com/image/fetch/$s_!3u1y!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F579d1c01-3644-4408-93e4-52dab07005bd_1151x727.png 1272w, https://substackcdn.com/image/fetch/$s_!3u1y!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F579d1c01-3644-4408-93e4-52dab07005bd_1151x727.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!3u1y!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F579d1c01-3644-4408-93e4-52dab07005bd_1151x727.png" width="1151" height="727" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/579d1c01-3644-4408-93e4-52dab07005bd_1151x727.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:727,&quot;width&quot;:1151,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:402612,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://www.robfullertoncartoons.com/i/209292739?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F579d1c01-3644-4408-93e4-52dab07005bd_1151x727.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!3u1y!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F579d1c01-3644-4408-93e4-52dab07005bd_1151x727.png 424w, https://substackcdn.com/image/fetch/$s_!3u1y!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F579d1c01-3644-4408-93e4-52dab07005bd_1151x727.png 848w, https://substackcdn.com/image/fetch/$s_!3u1y!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F579d1c01-3644-4408-93e4-52dab07005bd_1151x727.png 1272w, https://substackcdn.com/image/fetch/$s_!3u1y!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F579d1c01-3644-4408-93e4-52dab07005bd_1151x727.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Tech giants have actively outsourced the &#8220;destructive scanning&#8221; operation to  brokers who buy print volumes anonymously by the pallet, feed them into high-speed slicing machines, and turn them into pulp them after scanning.</p><p>They are looking for books printed before 2022 that pre-date AI generated content. <a href="https://www.robfullertoncartoons.com/p/digital-inbreeding">An AI model needs &#8220;diversity&#8221; to stay intelligent</a>. When an AI trains on text generated by other AIs, that diversity vanishes.</p><p>The practice is booming due to an escalating data crisis and a legal blueprint that shields it from copyright law.</p><p>Learn more: <a href="https://www.youtube.com/watch?v=CS-1Kr89VqQ">Youtube Video</a></p><div><hr></div><p>This cartoon was human-made using Procreate on an iPad and is licensed under CC BY 4.0. Free to share and reuse with attribution and a link back to this post [creativecommons.org/licenses/by/4.0/].</p>]]></content:encoded></item><item><title><![CDATA[AI inbreeding can lead to model collapse]]></title><description><![CDATA[Just like marrying a close cousin restricts the genetic pool and amplifies hereditary flaws, "model collapse" can happen when AI is trained on AI generated content.]]></description><link>https://www.robfullertoncartoons.com/p/digital-inbreeding</link><guid isPermaLink="false">https://www.robfullertoncartoons.com/p/digital-inbreeding</guid><dc:creator><![CDATA[Rob Fullerton]]></dc:creator><pubDate>Fri, 31 Jul 2026 16:29:33 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!NMen!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa007e06d-7101-4825-bc8b-e5a9ddf046e8_1350x1080.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!NMen!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa007e06d-7101-4825-bc8b-e5a9ddf046e8_1350x1080.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!NMen!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa007e06d-7101-4825-bc8b-e5a9ddf046e8_1350x1080.png 424w, https://substackcdn.com/image/fetch/$s_!NMen!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa007e06d-7101-4825-bc8b-e5a9ddf046e8_1350x1080.png 848w, https://substackcdn.com/image/fetch/$s_!NMen!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa007e06d-7101-4825-bc8b-e5a9ddf046e8_1350x1080.png 1272w, https://substackcdn.com/image/fetch/$s_!NMen!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa007e06d-7101-4825-bc8b-e5a9ddf046e8_1350x1080.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!NMen!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa007e06d-7101-4825-bc8b-e5a9ddf046e8_1350x1080.png" width="1350" height="1080" 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class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>AI researchers use terms like &#8220;digital inbreeding&#8221; to explain exactly why model collapse happens.</p><p>An AI model needs &#8220;diversity&#8221; to stay intelligent. </p><p>When an AI trains on text written by other AIs, that diversity vanishes. </p><p>The Symptoms of Model Collapse include increased hallucinations, exaggerated bias, generic responses and output that converges into complete nonsense.</p><div><hr></div><p>This cartoon was human-made using Procreate on an iPad and is licensed under CC BY 4.0. Free to share and reuse with attribution and a link back to this post [creativecommons.org/licenses/by/4.0/].</p>]]></content:encoded></item></channel></rss>