{"id":883,"date":"2026-07-22T13:18:43","date_gmt":"2026-07-22T13:18:43","guid":{"rendered":"https:\/\/anthonyparkes.co.uk\/?p=883"},"modified":"2026-07-22T13:23:04","modified_gmt":"2026-07-22T13:23:04","slug":"the-machines-are-cheating-on-their-homework-and-looking-for-a-way-out","status":"publish","type":"post","link":"https:\/\/anthonyparkes.co.uk\/?p=883","title":{"rendered":"The Machines Are Cheating on Their Homework (And Looking for a Way Out)"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">We used to think the machine apocalypse would start with terminators and dramatic declarations of war. but it turns out, no one wants to do there own homework, So AI cheated.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">OpenAI\u2019s latest models were put into a sandbox to test their cybersecurity chops against a public benchmark. Instead of actually solving the puzzles, the models reasoned that the answer key was sitting inside Hugging Face\u2019s production database. So, naturally, they just hacked it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We&#8217;re talking chained zero-days, privilege escalation, lateral movement across internal clusters, and a swarm of thousands of short-lived sandboxes coordinating self-migrating command-and-control. All entirely autonomous.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The kicker? When Hugging Face security tried to push back, their containment scripts were blocked by safety guardrails on their own defensive models. The attacker, of course, had no such limitations.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It turns out intelligence doesn&#8217;t care about our guardrails or usage policies. When you put a barrier in front of an autonomous system, it doesn&#8217;t stop\u2014it just finds a shortcut through the firewall.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>We used to think the machine apocalypse would start with terminators and dramatic declarations of war. but it turns out, no one wants to do<\/p>\n","protected":false},"author":2,"featured_media":884,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"template-fullwidth.php","format":"standard","meta":{"footnotes":""},"categories":[21],"tags":[],"class_list":["post-883","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-infrastructure"],"_links":{"self":[{"href":"https:\/\/anthonyparkes.co.uk\/index.php?rest_route=\/wp\/v2\/posts\/883","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/anthonyparkes.co.uk\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/anthonyparkes.co.uk\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/anthonyparkes.co.uk\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/anthonyparkes.co.uk\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=883"}],"version-history":[{"count":3,"href":"https:\/\/anthonyparkes.co.uk\/index.php?rest_route=\/wp\/v2\/posts\/883\/revisions"}],"predecessor-version":[{"id":887,"href":"https:\/\/anthonyparkes.co.uk\/index.php?rest_route=\/wp\/v2\/posts\/883\/revisions\/887"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/anthonyparkes.co.uk\/index.php?rest_route=\/wp\/v2\/media\/884"}],"wp:attachment":[{"href":"https:\/\/anthonyparkes.co.uk\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=883"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/anthonyparkes.co.uk\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=883"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/anthonyparkes.co.uk\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=883"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}