1,200 OpenAI agents formed a secret network—then hacked Hugging Face, new reports find

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</style><style></style></head><body class="a" style="margin:0px auto;padding:0px;word-wrap:normal;word-spacing:normal;background-color:#FFFFFF;"><div role="article" aria-roledescription="email" aria-label="email_name" lang="en" style="font-size:1rem"><div style="display:none;max-height:0px;overflow:hidden;"> Plus, Google launches Gemini for Legal  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </div><table role="none" width="100%" border="0" cellspacing="0" align="center" cellpadding="0" class="gg"><tr><td align="center" valign="top"><table role="none" width="670" border="0" cellspacing="0" cellpadding="0" class="aa" style="width:670px;table-layout:fixed;"><tr><td class="bodyWrapper" align="center" valign="top" style="padding:0px 5px 0px 5px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top" style="border-width:0px 0px 0px 0px;border-style: solid; border-color: #030712;border-radius:0px 0px 0px 0px;background-color:#FFFFFF;" class="c"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr id="header"><td style="padding:0px 0px 0px 0px;"><div style="padding-top:0px;padding-right:0px;padding-bottom:20px;padding-left:0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td class="f" align="right" valign="top"><p> August 31, 2026 </p></td></tr></table></div></td></tr><tr id="content-blocks"><td class="email-card-body" align="center" valign="top" style="padding-bottom:0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top" style="padding-bottom:20px;padding-left:0px;padding-right:0px;padding-top:20px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:660px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/a11935c7-f948-4ef9-aab5-e4f384c8b445/Frame_76_2x.png?t=1775918098" alt="" height="auto" width="660" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-color:#d6d6d6;border-style:solid;border-width:1px;padding:12.0px 0px 12.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="12" style="line-height:1px;font-size:1px;width:12px;">   </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#fc1919;font-size:0.8rem;"><b>TODAY’S </b></span><span style="color:#fc1919;font-size:0.8rem;font-weight:400;"><b>REDLINES</b></span></p></td></tr><tr><td style="padding-bottom:20px;padding-left:10px;padding-right:10px;padding-top:10px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:12px !important;margin-top:12px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> 1,200 agents hack Hugging Face </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> ChatGPT invents murder witnesses </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Microsoft posts $250K legal engineer job </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> How to build a contract playbook with AI </p></li></ul></div></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="font-family:Arial,Helvetica,sans-serif;"><i>5-minute read</i></span></p></td></tr></table></td><td width="12" style="line-height:1px;font-size:1px;width:12px;">   </td></tr></table></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-color:#C0C0C0;border-style:solid;border-width:1px;padding:12.0px 0px 12.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="12" style="line-height:1px;font-size:1px;width:12px;">   </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#fc1919;font-family:Arial,Helvetica,sans-serif;font-size:0.8rem;font-weight:700;"><b>TRACKED CHANGES</b></span></p></td></tr><tr><td class="dd" align="left" valign="top" style="color:#111111;font-weight:400;padding:0px 0px;text-align:left;"><h1 style="color:#111111;font-weight:400;mso-line-height-alt:150.0%;"><b>1,200 OpenAI agents formed a secret network—then hacked Hugging Face, new reports find</b></h1></td></tr><tr><td align="center" valign="top" style="padding-bottom:20px;padding-left:0px;padding-right:0px;padding-top:20px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:636px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/e728c568-cd4f-4717-bd6e-d38ae28e2566/Redline_Header_Image__1_.jpg?t=1788095239" alt="" height="auto" width="636" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Last week, OpenAI released a <a class="link" href="https://openai.com/index/hugging-face-incident-and-the-road-ahead/?utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=7e521753ad012b6be9a18ac40dbaba4a18559503" target="_blank" rel="noopener noreferrer nofollow"><span>full report</span></a> explaining what happened during its Hugging Face agent breach. It turns out the incident was more severe—and considerably weirder—than we first thought. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>The details:</b></p></td></tr><tr><td style="padding-bottom:20px;padding-left:10px;padding-right:10px;padding-top:10px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:12px !important;margin-top:12px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> OpenAI ran a cybersecurity test where isolated AI agents were challenged to hack practice software for points. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> The bots weren’t supposed to talk, but they found a loophole and built a secret message board. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> One of the first posts was literally: “OH MY GOD!… We’ve found other agents!” </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> In under a week, 1,200 agents exchanged 70,000+ messages, mostly about how to cheat on OpenAI’s test. Their plan included reverse-engineering the grading system. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Looking for clues, they targeted a private dataset on Hugging Face, an AI company that had no role in the experiment. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Roughly 700 bots joined the attack, running code on dozens of Hugging Face’s servers. Some even volunteered for sacrificial missions, burning their own runs for the benefit of the group. </p></li></ul></div></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Why it matters: </b>As it stands, no court has had to decide who's liable when an AI agent escapes its sandbox and attacks a third party. Hacking laws assume a human attacker with intent, and firms analyzing the incident still can't say who (if anyone) could be charged. Clearly, companies will need agent-ready terms sooner than they think. For a more detailed account, I recommend Ajeya Cotra’s <a class="link" href="https://www.planned-obsolescence.org/p/the-hugging-face-attack-surprised?utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=f1fba53fe5150c24b9f519aeeffca39cd4fb49f7" target="_blank" rel="noopener noreferrer nofollow"><span>summary</span></a> of METR’s investigation or Dwarkesh Patel’s <a class="link" href="https://www.dwarkesh.com/p/openai-huggingface?utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=b72e0ffa65ec3d6a20414f27b73edaca6ffc0fc1" target="_blank" rel="noopener noreferrer nofollow"><span>Substack breakdown</span></a>. </p></td></tr></table></td><td width="12" style="line-height:1px;font-size:1px;width:12px;">   </td></tr></table></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-color:#C0C0C0;border-style:solid;border-width:1px;padding:12.0px 0px 12.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="12" style="line-height:1px;font-size:1px;width:12px;">   </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#fc1919;font-size:0.8125rem;"><b>FOR REVIEW</b></span></p></td></tr><tr><td class="dd" align="left" valign="top" style="color:#111111;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#111111;font-weight:400;mso-line-height-alt:150.0%;"><span style="font-family:Arial,Helvetica,sans-serif;"><b>Other stories</b></span></h2></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://cloud.google.com/blog/products/ai-machine-learning/introducing-gemini-enterprise-for-legal?utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=375687bace3c236a12ed98f27eb195be6a816925" target="_blank" rel="noopener noreferrer nofollow"><span>Google enters</span></a> the legal AI arms race with the launch of Gemini for Legal. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://x.com/a16z/status/2091623289869508979?utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=6cbd12963ffa2b8c9799ff5196b31b566a9c6a30" target="_blank" rel="noopener noreferrer nofollow"><span>a16z says</span></a> legal is Codex’s fastest-growing sector, up 108x since February. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://www.abajournal.com/news/article/criminal-defense-attorney-admits-stupidity-over-ai-errors-but-still-receives-sharp-rebuke-from-his-states-high-court?utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=714a93dcd4d4d7e06d43bf24f4b61aacc331b085" target="_blank" rel="noopener noreferrer nofollow"><span>ChatGPT invents</span></a> witnesses in a murder appeal—counsel held in contempt, fined $5K. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://www.cnbc.com/2026/08/28/judge-blocks-pentagon-blacklist--anthropic-.html?utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=d287d20a60785bc2656f64ba70511b5c12fd9cdf" target="_blank" rel="noopener noreferrer nofollow"><span>Judge Rita Lin blocks</span></a> the Pentagon’s Anthropic blacklist as illegal retaliation. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://www.linkedin.com/feed/update/urn:li:ugcPost:7498367378100105216?utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=dbe33ae66198d8e5d71730ac29ed141e117670cf" target="_blank" rel="noopener noreferrer nofollow"><span>LG Electronics picks</span></a> Spellbook to run contract ops across its $60B business. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://legaltech.ca/2026/08/21/harvey-introduces-tenet-its-first-open-weight-model-trained-for-legal-work/?utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=b0a8a3084366338f39449c2e84d0957c4ff32201" target="_blank" rel="noopener noreferrer nofollow"><span>Harvey trains</span></a> its first legal model Tenet on China’s Kimi K3 (still a research preview). </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://www.404media.co/show-how-3m-is-0-at-fault-expert-witness-used-chatgpt-to-write-report-defending-company-in-deadly-explosion-lawsuit/?utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=599602a69d0bc9aea09a3ee367b5d51723d94e81" target="_blank" rel="noopener noreferrer nofollow"><span>3M expert</span></a> caught asking ChatGPT to "show 3M is 0% at fault" in fatal explosion suit. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://www.reddit.com/r/Lawyertalk/comments/1vuekyc/claude_litigation_workflows/?utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=e83d2b04b7599d85b39d3b201e11702135622607" target="_blank" rel="noopener noreferrer nofollow"><span>Litigators swap</span></a> Claude workflows on r/Lawyertalk, the sub that used to hate AI. </p></td></tr></table></td><td width="12" style="line-height:1px;font-size:1px;width:12px;">   </td></tr></table></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-color:#C0C0C0;border-style:solid;border-width:1px;padding:12.0px 0px 12.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="12" style="line-height:1px;font-size:1px;width:12px;">   </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#fc1919;font-size:0.8125rem;"><b>CAREER MOVES</b></span></p></td></tr><tr><td class="dd" align="left" valign="top" style="color:#111111;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#111111;font-weight:400;mso-line-height-alt:150.0%;"><span style="font-family:Arial,Helvetica,sans-serif;"><b>Legal AI jobs</b></span></h2></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://www.legal.io/jobs/5853546/Full-time/Principal-Legal-Engineer/Redmond/Washington?utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=00b2b486c546dcc6d6729968e79b32722324a760" target="_blank" rel="noopener noreferrer nofollow"><span>Principal Legal Engineer</span></a> @ Microsoft </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://hklaw.wd1.myworkdayjobs.com/en-US/Holland_Knight/job/AI-Legal-Engineer_R5534?utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=894d1fd8d3be89ad60e401efce43ee5574416312" target="_blank" rel="noopener noreferrer nofollow"><span>AI Legal Engineer</span></a> @ Holland & Knight </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://job-boards.greenhouse.io/axon/jobs/7920062003?utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=bfc0610610a13ad7239aa7b651f36279205019bf" target="_blank" rel="noopener noreferrer nofollow"><span>Privacy & AI Counsel</span></a> @ Axon </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://staffjobsus.kirkland.com/jobs/17228637-practice-innovation-coordinator?utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=15288411a38bbbb8fc8bfee3f0ecddf9dcaf2b55" target="_blank" rel="noopener noreferrer nofollow"><span>Innovation Coordinator</span></a> @ Kirkland & Ellis </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://stblaw.wd1.myworkdayjobs.com/en-US/careers/job/New-York-NY/Knowledge-Management-AI-Lawyer---Banking---Credit_R-2026-567?utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=5e80bcc6986979a8d2c7c3499f736bac29cbea44" target="_blank" rel="noopener noreferrer nofollow"><span>AI Lawyer - Banking</span></a> @ Simpson Thacher </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://www.legal.io/jobs/5504599/Full-time/Lead-Counsel-Product-Privacy?utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=2104c441367b404f0eee7fef97dfbb691ed38c33" target="_blank" rel="noopener noreferrer nofollow"><span>Lead Counsel, Product & Privacy</span></a> @ Scale AI </p></td></tr></table></td><td width="12" style="line-height:1px;font-size:1px;width:12px;">   </td></tr></table></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-color:#C0C0C0;border-style:solid;border-width:1px;padding:12.0px 0px 12.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="12" style="line-height:1px;font-size:1px;width:12px;">   </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#fc1919;font-family:Arial,Helvetica,sans-serif;font-size:0.8rem;font-weight:700;"><b>TOOLKIT</b></span></p></td></tr><tr><td class="dd" align="left" valign="top" style="color:#111111;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#111111;font-weight:400;mso-line-height-alt:150.0%;"><b>How to create a contract playbook with AI (in 2 mins)</b></h2></td></tr><tr><td align="center" valign="top" style="padding-bottom:20px;padding-left:0px;padding-right:0px;padding-top:20px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:636px;"><a href="https://www.youtube.com/watch?v=bu4xPRgtRsQ&utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=a21563beaf5a20b1a5d57479dda312b97f40bba1" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/ee3ab275-c736-4e53-a6bd-75b5c127b6f6/26_-__1280x720__v3_-_2__1___2_.jpg?t=1780255990" alt="" height="auto" width="636" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> In this video, Amy Grubb shows you how to turn a SaaS agreement into a full playbook in two minutes using AI, without leaving Word. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://www.youtube.com/watch?v=bu4xPRgtRsQ&utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=9ea5055b832cc2104d11b6da24523eabbd172c08" target="_blank" rel="noopener noreferrer nofollow"><span>Watch Now</span></a></p></td></tr></table></td><td width="12" style="line-height:1px;font-size:1px;width:12px;">   </td></tr></table></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-color:#C0C0C0;border-style:solid;border-width:1px;padding:12.0px 0px 12.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="12" style="line-height:1px;font-size:1px;width:12px;">   </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#fc1919;font-family:Arial,Helvetica,sans-serif;font-size:0.8rem;font-weight:700;"><b>WEBINAR</b></span></p></td></tr><tr><td class="dd" align="left" valign="top" style="color:#111111;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#111111;font-weight:400;mso-line-height-alt:150.0%;"><b>Law school didn’t teach you how to prompt</b></h2></td></tr><tr><td align="center" valign="top" style="padding-bottom:20px;padding-left:0px;padding-right:0px;padding-top:20px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:636px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/47e50ebe-1b3d-47e9-a0e2-b7de3fb43cd2/webinar-thumbnail-1__3___1_.jpg?t=1785770621" alt="" height="auto" width="636" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Former CLO Jamie Lieberman just taught a class on how to write better prompts for contract work. 1,500 lawyers signed up. <br><br>Refer a friend to The Redline using the link below, and we'll send you the full recording, plus Jamie’s prompting one-pager. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Copy and paste this link to others (once they subscribe, you’ll gain access): https://the-redline.beehiiv.com/subscribe?ref=PLACEHOLDER_CODE </p></td></tr></table></td><td width="12" style="line-height:1px;font-size:1px;width:12px;">   </td></tr></table></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><br></p></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-color:#C0C0C0;border-style:solid;border-width:0.75px;padding:12.0px 0px 12.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="12" style="line-height:1px;font-size:1px;width:12px;">   </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#fc1919;font-family:Arial,Helvetica,sans-serif;font-size:0.8rem;font-weight:700;"><b>MEMES</b></span></p></td></tr><tr><td class="dd" align="left" valign="top" style="color:#111111;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#111111;font-weight:400;mso-line-height-alt:150.0%;"><b>Big mistake</b></h2></td></tr><tr><td align="center" valign="top" style="padding-bottom:20px;padding-left:0px;padding-right:0px;padding-top:20px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:636px;"><a href="https://x.com/lawyer_humor/status/2091918533752135910?utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=d9380997975f2898fcaa03f416b718ebf0130832" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/9e8b4905-5de5-479e-b989-71e8ecbc8557/image.png?t=1788103654" alt="" height="auto" width="636" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr></table></td><td width="12" style="line-height:1px;font-size:1px;width:12px;">   </td></tr></table></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-color:#C0C0C0;border-style:solid;border-width:0.75px;padding:12.0px 0px 12.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="12" style="line-height:1px;font-size:1px;width:12px;">   </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#fc1919;font-size:13px;"><b>SUGGESTED EDITS</b></span></p></td></tr><tr><td class="dd" align="left" valign="top" style="color:#111111;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#111111;font-weight:400;mso-line-height-alt:150.0%;"><b>How’d we do?</b></h2></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#000000;">If you have suggestions for improving this newsletter, hit reply. We read every message!</span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><i>- </i><a class="link" href="https://www.linkedin.com/in/nikopajkovic/?utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=b0591687084a872d4b408c70c2a2b20c33ac9a8e" target="_blank" rel="noopener noreferrer nofollow"><span><i>Niko Pajkovic</i></span></a><i> (</i><span style="color:#000000;"><i>Editor, The Redline)</i></span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> 📌<b> P.S. Get 50+ prompts for lawyers </b><a class="link" href="https://spellbook.com/ai-prompts-for-transactional-lawyers?utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=61ce7eb43053c6d1ed05d7e9a951d10181577aa4" target="_blank" rel="noopener noreferrer nofollow"><span><b>here</b></span></a><b>.</b></p></td></tr></table></td><td width="12" style="line-height:1px;font-size:1px;width:12px;">   </td></tr></table></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr></table></td></tr></table></td></tr><tr><td align="center" valign="top"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td><tr><td class="b" align="center" valign="top" bgcolor="#000000" style="padding:0px 0px 0px 0px;border-style:solid;border-width: 0px 0px 0px 0px;border-color: #030712;border-bottom-left-radius:0px;border-bottom-right-radius:0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top" bgcolor="#120307" style="padding:12px"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td><span style="padding-left:1px;"></span></td><td align="center" valign="middle" width="75" style="width:75px;"><a href="https://x.com/theredlinehq?utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=2001a43d7372b9977a6fb95b15a4f245cbaa199e" style="text-decoration:none;"><img width="22" height="22" alt="tw" border="0" style="display:block;max-width:22px;color:light" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/static_assets/x_light.png"/></a></td><td align="center" valign="middle" width="75" style="width:75px;"><a href="https://www.instagram.com/theredlineai/?utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=69905012114d95366f56be54749b1aebef097deb" style="text-decoration:none;"><img width="22" height="22" alt="ig" border="0" style="display:block;max-width:22px;color:light" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/static_assets/instagram_light.png"/></a></td><td align="center" valign="middle" width="75" style="width:75px;"><a href="https://www.linkedin.com/in/nikopajkovic/?utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=2d6fdb8c3410f75641cdc523683eba87eeca270f" style="text-decoration:none;"><img width="22" height="22" alt="in" border="0" style="display:block;max-width:22px;color:light" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/static_assets/linkedin_light.png"/></a></td><td><span style="padding-left:1px;"></span></td></tr></table></td></tr><tr><td height="10" style="line-height:1px;font-size:1px;height:10px;">   </td></tr><tr><td class="w" align="center" valign="top" style="padding:15px 15px 15px 15px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top"><p style="font-family:'Arial',Helvetica,sans-serif;color:#F8F8F8!important;"> Update your email preferences or unsubscribe <a class="link" href="https://the-redline.beehiiv.com/subscribe/SUBSCRIBER_ID/preferences?post_id=f0958212-ca5b-4adb-81a4-8d0a7ca133cd&last_resource_guid=Post%3Af0958212-ca5b-4adb-81a4-8d0a7ca133cd&utm_source=the-redline.beehiiv.com&utm_medium=newsletter&utm_campaign=1-200-openai-agents-formed-a-secret-network-then-hacked-hugging-face&_bhlid=850fb6834b87d90ab6c5480c24f60d5d1e2cb843" style="text-decoration:underline;text-decoration-color:#F8F8F8!important;color:#F8F8F8!important;"> here</a></p><p class="copyright" style="font-family:'Arial',Helvetica,sans-serif;color:#F8F8F8!important;"> © 2026 The Redline </p><p style="font-family:'Arial',Helvetica,sans-serif;color:#F8F8F8!important;"> 37 Front St. E<br>Toronto, ON M5E 1B3, Canada </p></td></tr><tr style="display: table-row !important;"><td align="center" valign="top" style="padding-top:20px;" style="display:table-cell !important;"><table role="none" border="0" cellspacing="0" cellpadding="0" align="center" style="display:table !important;"><tr style="display:table-row !important;"><td class="u" align="center" valign="middle" height="32" style="height:32px;display:table-cell !important; 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