Karpathy Scores Every US Job for AI Exposure

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<span class="mcnPreviewText" style="display:none; font-size:0px; line-height:0px; max-height:0px; max-width:0px; opacity:0; overflow:hidden; visibility:hidden; mso-hide:all;">Plus, Above the Law roasts Harvey</span>

<div style="display: none; max-height: 0px; overflow: hidden;">͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ </div>
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margin-bottom: 6px;"><strong><span style="color:#ff4716;"><span style="font-size: 13px">TODAY’S REDLINES</span></span></strong></p><ul><li style="color: #111111;"><p style="margin-top: 6px; margin-bottom: 6px;"><span style="color:rgb(17, 17, 17);"><span style="font-family: Arial, "Helvetica Neue", Helvetica, sans-serif">Viral AI map scores lawyers ‘at risk’</span></span></p></li><li style="color: #111111;"><p style="margin-top: 6px; margin-bottom: 6px;"><span style="color:#111111;"><span style="font-family: Arial, 'Helvetica Neue', Helvetica, sans-serif">Above the Law roasts Harvey</span></span></p></li><li style="color: #111111;"><p style="margin-top: 6px; margin-bottom: 6px;"><span style="color:#111111;"><span style="font-family: Arial, 'Helvetica Neue', Helvetica, sans-serif">JP Morgan is hiring an AI Attorney</span></span></p></li><li style="color: #111111;"><p style="margin-top: 6px; margin-bottom: 6px;"><span style="color:#111111;">Why legal AI is exploding (podcast)</span></p></li></ul><p style="margin-top: 14px; margin-bottom: 14px;" class="last-child"><em><span style="color:#111111;"><span style="font-family: Arial, 'Helvetica Neue', Helvetica, sans-serif">5-minute read</span></span></em></p></div></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr><tr><td style="padding-top:10px;padding-bottom:0;padding-right:0;padding-left:0" valign="top" class="mceGutterContainer" id="gutterContainerId-26"><table border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:separate" role="presentation"><tbody><tr><td style="background-color:#ffffff;padding-top:0;padding-bottom:0;padding-right:0;padding-left:0;border-width:1px;border-style:solid;border-color:#d6d6d6;border-radius:0" valign="top" class="mceLayoutContainer" id="b26"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation" data-block-id="26" id="section_54e873d718eb4c173b8860610bdeb3a9" class="mceLayout"><tbody><tr class="mceRow"><td style="background-position:center;background-repeat:no-repeat;background-size:cover" valign="top"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td valign="top" class="mceColumn" id="mceColumnId--21" data-block-id="-21" colspan="12" width="100%"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td style="border:0;border-radius:0" valign="top" align="center" id="b-5"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation" data-block-id="-5"><tbody><tr class="mceRow"><td style="background-position:center;background-repeat:no-repeat;background-size:cover" valign="top"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td valign="top" class="mceColumn" id="mceColumnId--28" data-block-id="-28" colspan="12" width="100%"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td style="border:0;border-radius:0" valign="top" id="b29"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation" data-block-id="29"><tbody><tr class="mceRow"><td style="background-position:center;background-repeat:no-repeat;background-size:cover" valign="top"><table border="0" cellpadding="0" cellspacing="24" width="100%" role="presentation"><tbody><tr><td style="padding-top:0;padding-bottom:0" valign="top" class="mceColumn" id="mceColumnId-28" data-block-id="28" colspan="12" width="100%"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td style="padding-top:0;padding-bottom:0;padding-right:0;padding-left:0" valign="top" class="mceGutterContainer" id="gutterContainerId-152"><table border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:separate" role="presentation"><tbody><tr><td style="padding-top:0;padding-bottom:0;padding-right:0;padding-left:0;border:0;border-radius:0" valign="top" id="b152"><table width="100%" style="border:0;background-color:transparent;border-radius:0;border-collapse:separate"><tbody><tr><td style="padding-left:12px;padding-right:12px;padding-top:8px;padding-bottom:0" class="mceTextBlockContainer"><div data-block-id="152" class="mceText" id="d152" style="width:100%"><p style="margin-top: 6px; margin-bottom: 6px;"><strong><span style="color:#ff4716;"><span style="font-size: 13px">TRACKED CHANGES</span></span></strong></p><h1 style="text-align: left;" class="last-child"><span style="color:rgb(17, 17, 17);"><span style="font-family: Arial, "Helvetica Neue", Helvetica, sans-serif">Karpathy Scores Every US Job for AI Exposure—Lawyers Land In the Red</span></span></h1></div></td></tr></tbody></table></td></tr></tbody></table></td></tr><tr><td style="background-color:transparent;padding-top:12px;padding-bottom:12px;padding-right:0;padding-left:0;border:0;border-radius:0" valign="top" class="mceImageBlockContainer" align="center" id="b30"><div></div><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:separate;margin:0;vertical-align:top;max-width:100%;width:100%;height:auto" role="presentation" data-testid="image-30"><tbody><tr><td style="border:0;border-radius:0;margin:0" valign="top"><img alt="" src="https://mcusercontent.com/c2eb9fbf45ca11470e552757a/images/9c0ce3e4-cb57-3625-4b78-29af8c396c8e.png" width="658" height="auto" style="display:block;max-width:100%;height:auto;border-radius:0" class="imageDropZone mceImage" data-block-id="30"></td></tr></tbody></table><div></div><div>

</div></td></tr><tr><td style="padding-top:0;padding-bottom:0;padding-right:0;padding-left:0" valign="top" class="mceGutterContainer" id="gutterContainerId-151"><table border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:separate" role="presentation"><tbody><tr><td style="padding-top:0;padding-bottom:0;padding-right:0;padding-left:0;border:0;border-radius:0" valign="top" id="b151"><table width="100%" style="border:0;background-color:transparent;border-radius:0;border-collapse:separate"><tbody><tr><td style="padding-left:12px;padding-right:12px;padding-top:2px;padding-bottom:12px" class="mceTextBlockContainer"><div data-block-id="151" class="mceText" id="d151" style="width:100%"><p class="mcePastedContent">Last week, OpenAI co-founder Andrej Karpathy released an <a href="https://mariodian.github.io/jobs/site/index.html" target="_blank" style="color: #ff4716;"><span style="color:rgb(255, 71, 22);">interactive map</span></a> scoring every U.S. occupation on AI exposure. The more digital and document-heavy the work, the higher the score. It went viral immediately, striking a specific nerve in the legal sector. Paralegals scored near the absolute top, with lawyers not far behind.</p><p class="mcePastedContent"><br></p><p class="mcePastedContent"><strong>The details:</strong></p><ul><li><p class="mcePastedContent">Karpathy sourced job data and descriptions from the Bureau of Labor Statistics.</p></li><li><p class="mcePastedContent">He then used an LLM to score jobs from 0-10 based on how "digital" they are.</p></li><li><p class="mcePastedContent"><span style="color:rgb(17, 17, 17);">Physical trades like roofers and plumbers scored near zero.</span></p></li><li><p class="mcePastedContent"><span style="color:rgb(17, 17, 17);">Legal professionals scored 8 or 9 out of 10.</span></p></li><li><p class="mcePastedContent"><span style="color:rgb(17, 17, 17);">The map suggested that jobs paying over $100K face the highest exposure</span></p></li><li><p class="mcePastedContent"><span style="color:rgb(17, 17, 17);">Karpathy later </span>called it<span style="color:rgb(17, 17, 17);"> a weekend project and pulled the </span>repo after it was widely misread as a legitimate labor forecast.</p></li></ul><p class="mcePastedContent"><br></p><p class="mcePastedContent last-child"><strong><span style="color:rgb(17, 17, 17);">Why it matters: </span></strong><span style="color:rgb(17, 17, 17);">Days after Legal Week, with AI adoption top of mind, one of the most influential figures in AI released a clickable treemap that colored legal work red. And while it’s not misrepresenting the exposure trend, it’s also not data that should reshape your career plans. For every viral chart declaring white-collar work doomed, there’s a quieter, more legitimate paper pointing the other way. A </span><span style="color:#111111;">recent favourite</span><span style="color:rgb(17, 17, 17);"> comes from </span><a href="https://www.citadelsecurities.com/news-and-insights/2026-global-intelligence-crisis/" target="_blank" style="color: #ff4716;"><span style="color:rgb(255, 71, 22);">Citadel Securities</span></a><span style="color:rgb(17, 17, 17);">, which dryly dismantled a </span><a href="https://www.citriniresearch.com/p/2028gic" target="_blank" style="color: #ff4716;"><span style="color:rgb(255, 71, 22);">viral doomsday thesis</span></a><span style="color:rgb(17, 17, 17);">, noting that software engineer hiring is up 11% year over year despite high exposure scores. Nuance, unfortunately, doesn’t travel far. </span></p></div></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr><tr><td style="padding-top:10px;padding-bottom:0;padding-right:0;padding-left:0" valign="top" class="mceGutterContainer" id="gutterContainerId-129"><table border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:separate" role="presentation"><tbody><tr><td style="padding-top:0;padding-bottom:0;padding-right:0;padding-left:0;border:0;border-radius:0" valign="top" id="b129"><table width="100%" style="border-width:2px;border-style:solid;border-color:#000000;background-color:transparent;border-radius:5px;border-collapse:separate"><tbody><tr><td style="padding-left:12px;padding-right:12px;padding-top:12px;padding-bottom:12px" class="mceTextBlockContainer"><div data-block-id="129" class="mceText" id="d129" style="width:100%"><p class="last-child" style="text-align: left;"><em><strong><span style="color:#111111;">Draft, review, and redline contracts 10x faster. Get a 7-day trial of Spellbook</span> </strong></em><a href="https://www.spellbook.legal/newsletter-spellbook-reviews-lander" target="_blank" style="color: #ff4716;">here</a></p></div></td></tr></tbody></table></td></tr></tbody></table></td></tr><tr><td style="padding-top:10px;padding-bottom:0;padding-right:0;padding-left:0" valign="top" class="mceGutterContainer" id="gutterContainerId-141"><table border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:separate" role="presentation"><tbody><tr><td style="background-color:#ffffff;padding-top:0;padding-bottom:0;padding-right:0;padding-left:0;border-width:1px;border-style:solid;border-color:#d6d6d6;border-radius:0" valign="top" class="mceLayoutContainer" id="b141"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation" data-block-id="141" id="section_fc5b6076ca8bdb3f8ba0e546d22952da" class="mceLayout"><tbody><tr class="mceRow"><td style="background-position:center;background-repeat:no-repeat;background-size:cover" valign="top"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td valign="top" class="mceColumn" id="mceColumnId--24" data-block-id="-24" colspan="12" width="100%"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td style="border:0;border-radius:0" valign="top" align="center" id="b-11"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation" data-block-id="-11"><tbody><tr class="mceRow"><td style="background-position:center;background-repeat:no-repeat;background-size:cover" valign="top"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td valign="top" class="mceColumn" id="mceColumnId--31" data-block-id="-31" colspan="12" width="100%"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td style="border:0;border-radius:0" valign="top" id="b144"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation" data-block-id="144"><tbody><tr class="mceRow"><td style="background-position:center;background-repeat:no-repeat;background-size:cover" valign="top"><table border="0" cellpadding="0" cellspacing="24" width="100%" role="presentation"><tbody><tr><td style="padding-top:0;padding-bottom:0" valign="top" class="mceColumn" id="mceColumnId-143" data-block-id="143" colspan="12" width="100%"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td style="padding-top:0;padding-bottom:0;padding-right:0;padding-left:0" valign="top" class="mceGutterContainer" id="gutterContainerId-153"><table border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:separate" role="presentation"><tbody><tr><td style="padding-top:0;padding-bottom:0;padding-right:0;padding-left:0;border:0;border-radius:0" valign="top" id="b153"><table width="100%" style="border:0;background-color:transparent;border-radius:0;border-collapse:separate"><tbody><tr><td style="padding-left:12px;padding-right:12px;padding-top:5px;padding-bottom:8px" class="mceTextBlockContainer"><div data-block-id="153" class="mceText" id="d153" style="width:100%"><p class="mcePastedContent" style="margin-top: 6px; margin-bottom: 6px;"><strong><span style="color:rgb(255, 71, 22);"><span style="font-size: 13px">FOR REVIEW</span></span></strong></p><h2 class="mcePastedContent" style="text-align: left;"><span style="font-family: Arial, 'Helvetica Neue', Helvetica, sans-serif">Other Stories</span></h2><p class="mcePastedContent" style="margin-top: 14px; margin-bottom: 14px;"><a href="https://abovethelaw.com/2026/03/legalweek-2026-the-ai-bubble-literally-pops/" style="color: #111111;">Above the Law roasts</a> Harvey's Legalweek balloon stunt—"the AI bubble literally pops."</p><p class="mcePastedContent" style="margin-top: 14px; margin-bottom: 14px;"><a href="https://www.youtube.com/watch?v=E1Ps94gjg3g" style="color: #111111;">Legora raises $550M</a> Series D at $5.55B, tripling its valuation in five months.</p><p class="mcePastedContent" style="margin-top: 14px; margin-bottom: 14px;"><a href="https://www.linkedin.com/posts/jttso_i-finally-understand-why-people-are-getting-activity-7441140543579017217-n0eI?utm_source=share&utm_medium=member_desktop&rcm=ACoAABdkB9YBD-b2bserVnVik5VRoI6CqqVfU6I" target="_blank" style="color: #111111;">Jamie Tso builds</a> a legal version of viral AI agent OpenClaw—teaches it BigLaw culture.</p><p class="mcePastedContent" style="margin-top: 14px; margin-bottom: 14px;"><a href="https://www.nbcnews.com/tech/tech-news/trump-ai-congress-law-framework-legislation-artificial-intelligence-rcna264433" style="color: #111111;">The White House</a> drops AI framework, urging Congress to preempt state AI laws.</p><p class="mcePastedContent" style="margin-top: 14px; margin-bottom: 14px;"><a href="https://www.reuters.com/legal/litigation/us-appeals-court-fines-lawyers-30000-latest-ai-related-sanction-2026-03-16/" style="color: #111111;">Sixth Circuit</a> fines two lawyers $30K after a brief cites more than two dozen fake cases.</p><p class="mcePastedContent" style="margin-top: 14px; margin-bottom: 14px;"><a href="https://news.un.org/en/story/2026/03/1167174" target="_blank" style="color: #111111;"><span style="color:rgb(17, 17, 17);">UN report highlights</span></a> how legal gaps leave victims unprotected from AI deepfakes.</p><p class="mcePastedContent" style="margin-top: 14px; margin-bottom: 14px;"><a href="https://www.artificiallawyer.com/2026/03/16/5-key-takeaways-from-legal-week/" style="color: #111111;">Artificial Lawyer delivers</a> five brutally honest Legal Week takeaways.</p><p class="mcePastedContent last-child" style="margin-top: 14px; margin-bottom: 14px;"><a href="https://thelegalwire.ai/did-y-combinator-really-tell-founders-to-replace-lawyers-with-ai/" target="_blank" style="color: #111111;">Y Combinator</a> “replace lawyers” claim goes viral, even as original source stays elusive.</p></div></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr><tr><td style="padding-top:10px;padding-bottom:0;padding-right:0;padding-left:0" valign="top" class="mceGutterContainer" id="gutterContainerId-70"><table border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:separate" role="presentation"><tbody><tr><td style="background-color:#ffffff;padding-top:0;padding-bottom:0;padding-right:0;padding-left:0;border-width:1px;border-style:solid;border-color:#d6d6d6;border-radius:0" valign="top" class="mceLayoutContainer" id="b70"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation" data-block-id="70" id="section_2545808c9df18cdebe85bbd7b42c7309" class="mceLayout"><tbody><tr class="mceRow"><td style="background-position:center;background-repeat:no-repeat;background-size:cover" valign="top"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td valign="top" class="mceColumn" id="mceColumnId--22" data-block-id="-22" colspan="12" width="100%"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td style="border:0;border-radius:0" valign="top" align="center" id="b-7"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation" data-block-id="-7"><tbody><tr class="mceRow"><td style="background-position:center;background-repeat:no-repeat;background-size:cover" valign="top"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td valign="top" class="mceColumn" id="mceColumnId--29" data-block-id="-29" colspan="12" width="100%"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td style="border:0;border-radius:0" valign="top" id="b74"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation" data-block-id="74"><tbody><tr class="mceRow"><td style="background-position:center;background-repeat:no-repeat;background-size:cover" valign="top"><table border="0" cellpadding="0" cellspacing="24" width="100%" role="presentation"><tbody><tr><td style="padding-top:0;padding-bottom:0" valign="top" class="mceColumn" id="mceColumnId-73" data-block-id="73" colspan="12" width="100%"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td style="padding-top:0;padding-bottom:0;padding-right:0;padding-left:0" valign="top" class="mceGutterContainer" id="gutterContainerId-154"><table border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:separate" role="presentation"><tbody><tr><td style="padding-top:0;padding-bottom:0;padding-right:0;padding-left:0;border:0;border-radius:0" valign="top" id="b154"><table width="100%" style="border:0;background-color:transparent;border-radius:0;border-collapse:separate"><tbody><tr><td style="padding-left:12px;padding-right:12px;padding-top:8px;padding-bottom:8px" class="mceTextBlockContainer"><div data-block-id="154" class="mceText" id="d154" style="width:100%"><p style="margin-top: 6px; margin-bottom: 6px;"><strong><span style="color:rgb(255, 71, 22);"><span style="font-size: 13px">CAREER MOVES</span></span></strong></p><h2 style="text-align: left;"><span style="font-family: Arial, 'Helvetica Neue', Helvetica, sans-serif">Legal AI Jobs</span></h2><p class="mcePastedContent" style="margin-top: 14px; margin-bottom: 14px;"><a href="https://jpmc.fa.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1002/job/210685280" target="_blank" style="color: #111111;"><strong>AI Attorney</strong></a><span style="color:#111111;"> @ JPMorgan Chase</span></p><p class="mcePastedContent" style="margin-top: 14px; margin-bottom: 14px;"><a href="https://www.ziprecruiter.com/c/Meta/Job/Associate-General-Counsel,-AI-Partnerships/-in-Los-Angeles,CA?jid=78a3cc266548a517" target="_blank" style="color: #111111;"><strong>AGC, AI Partnerships</strong></a><span style="color:rgb(17, 17, 17);"> @ Meta</span></p><p class="mcePastedContent" style="margin-top: 14px; margin-bottom: 14px;"><a href="https://openai.com/careers/counsel-product-%28research%29-san-francisco/" target="_blank" style="color: #111111;"><strong>Counsel, Product Research</strong></a><span style="color:#111111;"> @ OpenAI</span></p><p class="mcePastedContent" style="margin-top: 14px; margin-bottom: 14px;"><a href="https://job-boards.greenhouse.io/thealleninstitute/jobs/7652597" target="_blank" style="color: #111111;"><strong>Legal Counsel, AI</strong></a><strong> </strong><span style="color:#111111;">@ Ai2</span></p><p class="mcePastedContent" style="margin-top: 14px; margin-bottom: 14px;"><a href="https://www.jobs.ca/job/05d3e9ca-3e82-4ee8-857b-8ca7836c3a87" target="_blank" style="color: #111111;"><strong>Corporate Counsel (AI)</strong></a><span style="color:rgb(17, 17, 17);"> @ Microsoft</span></p><p class="mcePastedContent" style="margin-top: 14px; margin-bottom: 14px;"><a href="https://www.spellbook.legal/careers?ashby_jid=3feb5dc3-f286-4184-8eb1-a3a361f9cede" target="_blank" style="color: #111111;"><strong>Legal Solutions Architect</strong></a><span style="color:#111111;"> @ Spellbook</span></p><p class="mcePastedContent" style="margin-top: 14px; margin-bottom: 14px;"><a href="https://job-boards.greenhouse.io/scaleai/jobs/4651614005" target="_blank" style="color: #111111;"><strong>Lead Counsel</strong></a><span style="color:#111111;"> @ Scale AI</span></p><p class="mcePastedContent last-child" style="margin-top: 14px; margin-bottom: 14px;"><a href="https://www.bakermckenzie.com/en/careers/job-opportunities/business-services/2026/march/client-ai-risk-lead" target="_blank" style="color: #111111;"><strong>Client AI Risk Lead</strong></a><span style="color:#111111;"> @ Baker McKenzie</span></p></div></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr><tr><td style="padding-top:10px;padding-bottom:0;padding-right:0;padding-left:0" valign="top" class="mceGutterContainer" id="gutterContainerId-161"><table border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:separate" role="presentation"><tbody><tr><td style="background-color:#ffffff;padding-top:0;padding-bottom:0;padding-right:0;padding-left:0;border-width:1px;border-style:solid;border-color:#d6d6d6;border-radius:0" valign="top" class="mceLayoutContainer" id="b161"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation" data-block-id="161" id="section_fbdb77e63e08c819f30bcc19a1629e80" class="mceLayout"><tbody><tr class="mceRow"><td style="background-position:center;background-repeat:no-repeat;background-size:cover" valign="top"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td valign="top" class="mceColumn" id="mceColumnId--27" data-block-id="-27" colspan="12" width="100%"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td style="border:0;border-radius:0" valign="top" align="center" id="b-17"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation" data-block-id="-17"><tbody><tr class="mceRow"><td style="background-position:center;background-repeat:no-repeat;background-size:cover" valign="top"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td valign="top" class="mceColumn" id="mceColumnId--34" data-block-id="-34" colspan="12" width="100%"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td style="border:0;border-radius:0" valign="top" id="b166"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation" data-block-id="166"><tbody><tr class="mceRow"><td style="background-position:center;background-repeat:no-repeat;background-size:cover" valign="top"><table border="0" cellpadding="0" cellspacing="24" width="100%" role="presentation"><tbody><tr><td style="padding-top:0;padding-bottom:0" valign="top" class="mceColumn" id="mceColumnId-165" data-block-id="165" colspan="12" width="100%"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td style="padding-top:0;padding-bottom:0;padding-right:0;padding-left:0" valign="top" class="mceGutterContainer" id="gutterContainerId-162"><table border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:separate" role="presentation"><tbody><tr><td style="padding-top:0;padding-bottom:0;padding-right:0;padding-left:0;border:0;border-radius:0" valign="top" id="b162"><table width="100%" style="border:0;background-color:transparent;border-radius:0;border-collapse:separate"><tbody><tr><td style="padding-left:12px;padding-right:12px;padding-top:8px;padding-bottom:0" class="mceTextBlockContainer"><div data-block-id="162" class="mceText" id="d162" style="width:100%"><p style="margin-top: 6px; margin-bottom: 6px;"><strong><span style="color:#ff4716;"><span style="font-size: 13px">PODCAST</span></span></strong></p><h2 style="text-align: left;" class="last-child"><strong><span style="color:rgb(15, 15, 15);"><span style="font-family: Arial, "Helvetica Neue", Helvetica, sans-serif"><span style="background-color: rgb(255, 255, 255)">Why Legal AI Is the Hottest Vertical Right Now</span></span></span></strong></h2></div></td></tr></tbody></table></td></tr></tbody></table></td></tr><tr><td style="background-color:transparent;padding-top:12px;padding-bottom:12px;padding-right:0;padding-left:0;border:0;border-radius:0" valign="top" class="mceImageBlockContainer" align="center" id="b163"><div></div><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:separate;margin:0;vertical-align:top;max-width:100%;width:100%;height:auto" role="presentation" data-testid="image-163"><tbody><tr><td style="border:0;border-radius:0;margin:0" valign="top"><img alt="" src="https://mcusercontent.com/c2eb9fbf45ca11470e552757a/images/fec3e1e2-0159-85e7-7e97-0b917d361ffe.png" width="658" height="auto" style="display:block;max-width:100%;height:auto;border-radius:0" class="imageDropZone mceImage" data-block-id="163"></td></tr></tbody></table><div></div><div>

</div></td></tr><tr><td style="padding-top:0;padding-bottom:0;padding-right:0;padding-left:0" valign="top" class="mceGutterContainer" id="gutterContainerId-164"><table border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:separate" role="presentation"><tbody><tr><td style="padding-top:0;padding-bottom:0;padding-right:0;padding-left:0;border:0;border-radius:0" valign="top" id="b164"><table width="100%" style="border:0;background-color:transparent;border-radius:0;border-collapse:separate"><tbody><tr><td style="padding-left:12px;padding-right:12px;padding-top:2px;padding-bottom:12px" class="mceTextBlockContainer"><div data-block-id="164" class="mceText" id="d164" style="width:100%"><p class="mcePastedContent">Spellbook co-founder and CEO Scott Stevenson sat down with Turner Novak to unpack why legal AI has taken off faster than almost any other vertical.</p><p class="mcePastedContent"><br></p><p class="mcePastedContent">Scott argues that LLMs were the "spreadsheet moment" for lawyers: the first time software could actually read and write the unstructured text that defines legal work. </p><p class="mcePastedContent"><br></p><p class="mcePastedContent">He also covers:</p><ul><li><p class="mcePastedContent">Why fine-tuning legal models turned out to be a dead end (and what works instead)</p></li><li><p class="mcePastedContent">How market comparison data is changing contract negotiation</p></li><li><p class="mcePastedContent">The "blunt axe" philosophy: why mastering a single AI tool is a waste of time right now</p></li></ul><p class="mcePastedContent"><br></p><p class="mcePastedContent"><a href="https://www.youtube.com/watch?v=gw_-zVUO-aI&t=16s" target="_blank" style="color: rgb(0, 0, 0); text-decoration-color: rgb(255, 71, 22); text-decoration-thickness: 2px; text-underline-offset: 2px;"><strong><span style="color:rgb(0, 0, 0);">Watch Now</span></strong></a></p><table class="last-child"><tbody><tr></tr></tbody></table></div></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr><tr><td style="padding-top:10px;padding-bottom:0;padding-right:0;padding-left:0" valign="top" class="mceGutterContainer" id="gutterContainerId-81"><table border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:separate" role="presentation"><tbody><tr><td style="background-color:#ffffff;padding-top:0;padding-bottom:0;padding-right:0;padding-left:0;border-width:1px;border-style:solid;border-color:#d6d6d6;border-radius:0" valign="top" class="mceLayoutContainer" id="b81"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation" data-block-id="81" id="section_006e3149b771de38bb400b71c2e91fc0" class="mceLayout"><tbody><tr class="mceRow"><td style="background-position:center;background-repeat:no-repeat;background-size:cover" valign="top"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td valign="top" class="mceColumn" id="mceColumnId--23" data-block-id="-23" colspan="12" width="100%"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td style="border:0;border-radius:0" valign="top" align="center" id="b-9"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation" data-block-id="-9"><tbody><tr class="mceRow"><td style="background-position:center;background-repeat:no-repeat;background-size:cover" valign="top"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td valign="top" class="mceColumn" id="mceColumnId--30" data-block-id="-30" colspan="12" width="100%"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td style="border:0;border-radius:0" valign="top" id="b86"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation" data-block-id="86"><tbody><tr class="mceRow"><td style="background-position:center;background-repeat:no-repeat;background-size:cover" valign="top"><table border="0" cellpadding="0" cellspacing="24" width="100%" role="presentation"><tbody><tr><td style="padding-top:0;padding-bottom:0" valign="top" class="mceColumn" id="mceColumnId-85" data-block-id="85" colspan="12" width="100%"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td style="padding-top:0;padding-bottom:0;padding-right:0;padding-left:0" valign="top" class="mceGutterContainer" id="gutterContainerId-155"><table border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:separate" role="presentation"><tbody><tr><td style="padding-top:0;padding-bottom:0;padding-right:0;padding-left:0;border:0;border-radius:0" valign="top" id="b155"><table width="100%" style="border:0;background-color:transparent;border-radius:0;border-collapse:separate"><tbody><tr><td style="padding-left:12px;padding-right:12px;padding-top:8px;padding-bottom:0" class="mceTextBlockContainer"><div data-block-id="155" class="mceText" id="d155" style="width:100%"><p style="margin-top: 6px; margin-bottom: 6px;"><strong><span style="color:#ff4716;"><span style="font-size: 13px">NEW DATA</span></span></strong></p><h2 style="text-align: left;" class="last-child"><span style="font-family: Arial, "Helvetica Neue", Helvetica, sans-serif">50+ Prompts for Contract Review and Drafting</span></h2></div></td></tr></tbody></table></td></tr></tbody></table></td></tr><tr><td style="background-color:transparent;padding-top:12px;padding-bottom:12px;padding-right:0;padding-left:0;border:0;border-radius:0" valign="top" class="mceImageBlockContainer" align="center" id="b83"><div></div><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:separate;margin:0;vertical-align:top;max-width:100%;width:100%;height:auto" role="presentation" data-testid="image-83"><tbody><tr><td style="border:0;border-radius:0;margin:0" valign="top"><img alt="" src="https://mcusercontent.com/c2eb9fbf45ca11470e552757a/images/9e9cf463-0af4-0f26-7dcd-093af9e64ba8.png" width="658" height="auto" style="display:block;max-width:100%;height:auto;border-radius:0" class="imageDropZone mceImage" data-block-id="83"></td></tr></tbody></table><div></div><div>

</div></td></tr><tr><td style="padding-top:0;padding-bottom:0;padding-right:0;padding-left:0" valign="top" class="mceGutterContainer" id="gutterContainerId-156"><table border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:separate" role="presentation"><tbody><tr><td style="padding-top:0;padding-bottom:0;padding-right:0;padding-left:0;border:0;border-radius:0" valign="top" id="b156"><table width="100%" style="border:0;background-color:transparent;border-radius:0;border-collapse:separate"><tbody><tr><td style="padding-left:12px;padding-right:12px;padding-top:2px;padding-bottom:12px" class="mceTextBlockContainer"><div data-block-id="156" class="mceText" id="d156" style="width:100%"><p class="mcePastedContent" style="margin-top: 0px; margin-bottom: 0px;">Spellbook Labs released a new prompt library built specifically for contract work.</p><p><br></p><p>It includes 50+ prompts for:</p><p><br></p><p>→ Spotting risks </p><p>→ Comparing to market</p><p>→ Checking compliance </p><p>→ Improving clauses</p><p>→ Preparing negotiations</p><p>→ Summarizing agreements </p><p>→ Explaining terms to clients</p><p><br></p><p>Prompts are useable with any LLM. </p><p><br></p><p><a href="https://www.spellbook.legal/ai-prompts-for-transactional-lawyers" target="_blank" style="color: rgb(0, 0, 0); text-decoration-color: rgb(255, 71, 22); text-decoration-thickness: 2px; text-underline-offset: 2px;"><strong><span style="color:rgb(0, 0, 0);">Download</span></strong></a><a href="https://www.spellbook.legal/state-of-legal-contracts" target="_blank" style="color: rgb(0, 0, 0); text-decoration-color: rgb(255, 71, 22); text-decoration-thickness: 2px; text-underline-offset: 2px;"><strong><span style="color:rgb(0, 0, 0);"> Now</span></strong></a></p><table class="last-child"><tbody><tr></tr></tbody></table></div></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table></td></tr><tr><td style="padding-top:10px;padding-bottom:0;padding-right:0;padding-left:0" valign="top" class="mceGutterContainer" id="gutterContainerId-157"><table border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:separate" role="presentation"><tbody><tr><td style="background-color:#ffffff;padding-top:0;padding-bottom:0;padding-right:0;padding-left:0;border-width:1px;border-style:solid;border-color:#d6d6d6;border-radius:0" valign="top" class="mceLayoutContainer" id="b157"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation" data-block-id="157" id="section_44103e2b9bd5d536e1c629e1b8f2e35b" class="mceLayout"><tbody><tr class="mceRow"><td style="background-position:center;background-repeat:no-repeat;background-size:cover" valign="top"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td valign="top" class="mceColumn" id="mceColumnId--26" data-block-id="-26" colspan="12" width="100%"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td style="border:0;border-radius:0" valign="top" align="center" id="b-15"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation" data-block-id="-15"><tbody><tr class="mceRow"><td style="background-position:center;background-repeat:no-repeat;background-size:cover" valign="top"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td valign="top" class="mceColumn" id="mceColumnId--33" data-block-id="-33" colspan="12" width="100%"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td style="border:0;border-radius:0" valign="top" id="b160"><table align="center" border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation" data-block-id="160"><tbody><tr class="mceRow"><td style="background-position:center;background-repeat:no-repeat;background-size:cover" valign="top"><table border="0" cellpadding="0" cellspacing="24" width="100%" role="presentation"><tbody><tr><td style="padding-top:0;padding-bottom:0" valign="top" class="mceColumn" id="mceColumnId-159" data-block-id="159" colspan="12" width="100%"><table border="0" cellpadding="0" cellspacing="0" width="100%" role="presentation"><tbody><tr><td style="padding-top:0;padding-bottom:0;padding-right:0;padding-left:0" valign="top" class="mceGutterContainer" id="gutterContainerId-158"><table border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:separate" role="presentation"><tbody><tr><td style="padding-top:0;padding-bottom:0;padding-right:0;padding-left:0;border:0;border-radius:0" valign="top" id="b158"><table width="100%" style="border:0;background-color:transparent;border-radius:0;border-collapse:separate"><tbody><tr><td style="padding-left:12px;padding-right:12px;padding-top:8px;padding-bottom:0" class="mceTextBlockContainer"><div data-block-id="158" class="mceText" id="d158" style="width:100%"><p style="margin-top: 6px; margin-bottom: 6px;"><strong><span style="color:rgb(255, 71, 22);"><span style="font-size: 13px">SUGGESTED EDITS</span></span></strong></p><h2 style="text-align: left;"><span style="font-family: Arial, 'Helvetica Neue', Helvetica, sans-serif">How’d We Do?</span></h2><p style="margin-top: 12px; margin-bottom: 12px;"><span style="color:rgb(0, 0, 0);">If you have suggestions for improving this newsletter, hit reply. We read every message!</span></p><p style="margin-top: 12px; margin-bottom: 12px;"><em>- Niko (<span style="color:rgb(0, 0, 0);">Editor, The Redline)</span></em></p><p class="mcePastedContent last-child"><strong><span style="color:rgb(0, 0, 0);"><span style="font-size: 16px"><span style="font-family: Arial, "Helvetica Neue", Helvetica, sans-serif"><span style="background-color: rgb(255, 255, 255)">📌 P.S. Get the 2026 State of Contracts </span></span></span></span></strong><a href="https://www.spellbook.legal/state-of-legal-contracts" target="_blank" style="box-sizing: border-box; background-color: rgb(255, 255, 255); text-underline-offset: 0.02em; text-underline-position: under; text-size-adjust: 100%; word-break: break-word; color: #ff4716; font-style: normal; font-weight: bold; direction: ltr; font-family: Arial, "Helvetica Neue", Helvetica, sans-serif; font-size: 16px; font-variant-ligatures: normal; font-variant-caps: normal; letter-spacing: normal; orphans: 2; text-align: left; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; white-space: normal;"><strong><span style="color:rgb(255, 71, 22);"><span style="font-size: 16px"><span style="font-family: Arial, "Helvetica Neue", Helvetica, sans-serif"><span style="background-color: rgb(255, 255, 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