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From: newsletters@...
To: [email protected]
Date: Thu, 06 Aug 2026 06:01:52 GMT
Subject: A shakeup at Google AI
To: [email protected]
Date: Thu, 06 Aug 2026 06:01:52 GMT
Subject: A shakeup at Google AI
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<div id="preview_text" style="display:none;font-size:1px;color:#f2f2f2;line-height:1px;max-height:0px;max-width:0px;opacity:0;overflow:hidden;">Plus: The 800 mistakes that could reshape Meta’s AI coding strategy. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
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<td align="left" class="text-align:left;"><span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:14px; color:#48607a">August 6, 2026</span></td>
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<style data-hse-inline-css="true" data-hse-element-inlined="true"> /* TOC Description WYSIWYG */ .toc-desc p, .toc-desc li, .toc-desc a { font-size: 15px; color: #48607a; margin-bottom: 8px; line-height: 1.5; letter-spacing: 0.5px; font-family: 'Lato', Tahoma, Helvetica, sans-serif; } .toc-desc a { color: #1a6fa8; text-decoration: none; } .toc-desc ul { padding-left: 25px; } .toc-desc li { margin-bottom: 8px; } .toc-desc ul { margin-bottom: 8px; } </style> <table id="toc" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background:#fff;padding:28px 28px;"> <h2 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0; color:#142640">A shakeup at Google AI</h2> <div class="toc-desc" style="margin-bottom: 22px;line-height: 1.5;"> <p data-pm-slice="1 1 []" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">Demis Hassabis has led DeepMind since before Google acquired the British AI lab in 2014. Now, with confidence in Gemini rising, one of AI’s biggest names is stepping away from DeepMind’s daily operations to become Google DeepMind’s chair and Alphabet’s chief scientist.</p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">But Hassabis’ move is only part of Google’s AI leadership shake-up announced on Wednesday.</p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">In today’s lead story by TNS contributor Amanda Caswell, we look at why Jeff Dean, Sanjay Ghemawat, Oriol Vinyals, and Quoc Le are leaving Google to launch Discovery Loop, a public-benefit company built around an audacious goal: Use AI to <em>automate</em> the entire cycle of scientific and engineering research.</p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">The departure may look like another blow to Google’s AI team. But Google isn’t exactly saying goodbye; it’s backing the new startup, supplying its cloud infrastructure, and still keeping a connection to whatever comes next.</p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">“We wanted to build something differently,” Ghemawat said.</p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">So what, exactly, will Discovery Loop build first — and why couldn’t four of Google’s most influential engineers build it inside Google?</p> <p class="p1" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px"><b>Go deeper: </b><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXH-g3qgz0W8wLKSR6lZ3pkW6Yz6yQ18D54PW3GGbH_50QsqrVDndgC2KM1w9W17Ylgk4xYTCGVnG1Gg8KdmyWN84R4FrcyKZTW7nnVhq44NZycW5nX5Xz4GdQT0W576WSX1-MszPW5kWwqM70zzGCTnv7x2pKdpDV5spMM6CC4HSN7x_2SCSrC7JW1w-srl3dddxbW7g8xjb3bwp1bW1RfP9B3m15sHW2pHFP12xjD_5W5JJgKx1sNVF4W266S5r2DgD_rW5B_DfH481MNYW69RxkP6lrm3DN6TMW1szrpR9W6P_RZ3597yYJN6Y4vmZwfkHlW31x8xJ1lKZCGW9jcdVn6W32_yW8xVwcn6fWT4dW8742Ml3QdV9sf2j0_GP04" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="2UpTanKS" target="_blank">Google’s four AI departures: “We wanted to build something differently”</a></span></p> <p class="p1" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px"><i>More fresh reads from TNS:</i><i></i></span></p> <p class="p1" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px">▹ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3qgz0W7Y8-PT6lZ3ncW1sFRFQ2Ll-PjW9fWPgy82DDrHW8gLmZN4kMm61W4RxN-53NLz0pW5FVGjf12zrdcW1xBw2t7KVdt6W3VZ2h-67G2cZW6N1lRz59GPdsW1Blsb431drmRW9h4V0P8mJ6-YW4gZhbH573LzMW6Gxf7W2tSvLLW1xmyPg3Hy1B2W6J3qCL1YN93rN1TpVGK3YfCCW4-1Yv14MPqsHN24dmL8CgS8MW1NCK59647wltW6ZqjpD3dgvlwW3sjqNz4gR0BSW4fbrvc8DxcZlW1DbL_X97LqYSW1hj7QZ58X8VsW7sf5jB8TmjBLW44F4Mp2-YfhcN7tGhV_29JP8f7BY6RC04" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="o8wG/Ktl" target="_blank">The 800 mistakes that could reshape Meta’s AI coding strategy</a><br> </span></p> <p class="p1" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px">▹ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3qgz0W7Y8-PT6lZ3lZN6tnCHC9Z3-RW7DymPx36fwHxW5fHCTY14MndDW77H0VH4mfS3gN73BknHJxPQJV27-cj5-f0G7W3wtzGj1qgpFwW8-ZjWG8gpm47W6gnt5N6qXkysN291bs5jNzBhW6gRhSC8m0NZtVJJNq58-_dNKW8W-MJd9hqj2CW5-xn_T6VCdhGW30tZKp2q3PJ7W5fYp306HXS9yW1vltSC8wQJvLW4f6lqP9gMC5rN1wHCcb6GH1cW4Tmk-V6D4KV0W6y1phc80VrXXW5hh5r54jy-84W7nSwll1wQkdhW31mkyS993h3jVcyTkp8kCmyDW3cNdQB8hLb3wdb0N1K04" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="Cksd3PSq" target="_blank">Every software company will become a dev tools company</a></span></p> <p class="p1" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px">▹ </span><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXH-g3qgz0W8wLKSR6lZ3ksW1Q9Pc44HBLfWW19BDZT6l35Y4VC_h_S9jY3KRVFxmkb1tYNv6VPV-3x6BDFRcW3g083-93YTXdW3y7Dp-10M_ZVN5Z-gWNFyCmKVd04BW5bzSNWW2rWMTZ6NSyb_W2PDsj61-0prPW7yZ0Zd8ZkvM1W799ydR416ZwSW6QXkQp7hB_GTW8Syc2V5nZNjQVm58006bJD3ZW3cmJg486sbFHW5XkpLY4w4bZtW4WYwSS8mpD13VR9-yr1nN-vXW4XczTr49VnBNW3jtNys6YNfs0N7VjS7S6Sn7TW17SZ6z9hlJkFW1gBTgt2j5W4CW6BcZ4N3X_m7XW5SNNc78_6rhWW1557S86ypV7yf8B-3Vv04" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="fEnZxKy6" target="_blank">Claude, Gemini, and GPT-5 can handle every SDLC task. Almost none of them should.</a></p> </div> <div> <table> <tbody><tr> <td class="author-img" valign="middle" style="width: 48px; height: 48px;"> <img src="https://thenewstack.io/wp-content/uploads/2025/12/b0ce81f3-cropped-5f5868db-nick-luchessi-2-600x600.png" width="48" height="48" style="width:48px;height:48px;border-radius:50%;"> </td> <td class="author-name" valign="middle" style="vertical-align: middle; padding-left:12px;"> <span class="font--default" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:13px">by </span> <a class="link--default" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3qgz0W7Y8-PT6lZ3mPV6c0Gy27dt4tVJZ-MS4VcZJ9W3dCBNZ7VK4qbW4Y-Ds81k_gd7W83kH1x3cNmDRW4_Dn8V8lr61zW3qjb433VnJ3pVxvH3b1N9HYGW5plqTv2ytkv8W57cdpY6_gSTZW217dBH8HSWn6W2Ylrrd1dmnkVW7jgsWx6Jkmh-W1SmCjB26SPZtW70W1_c86HjwLW4zRjLN1hq9nKN6nB7dS_D5jpW4V-k9z5sDFVnW32sdbv1lT2XXW3w4CrL4dfQDcW4FvkcK2Pmp3RW3y_wlc50KwGgVJtTZV63qf_wW54S7VD8PmVNFW6DR-_w9fKrfqW5hxdCF4ZCSdRf98Tfqs04" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:13px" data-hs-link-id="0" data-hs-link-id-v2="JrAEXaiN" target="_blank">Nick Lucchesi</a> </td> </tr> </tbody></table> </div> </td> </tr> </tbody></table><style data-hse-inline-css="true" data-hse-element-inlined="true"> .sponsor-desc p, .sponsor-desc li { font-size: 15px; color: #48607a; margin-bottom: 8px; line-height: 1.5; letter-spacing: 0.5px; font-family: 'Lato', Tahoma, Helvetica, sans-serif; } .sponsor-desc ul { padding-left: 25px; } .sponsor-desc li { margin-bottom: 8px; } .sponsor-desc ul { margin-bottom: 8px; } </style> <table class="sponsor content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff;padding: 28px 28px;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHYv5g8t6W50kH_H6lZ3pnVh7jBY111pBrMzkp7-1xZ9RN4v725f-WCJLN5K7l6_nf-xjW30QdBt7K_HmkVhkw4-2qZyrdW51T8Vt8sJnGPW7G_g5l7qhB-XW7CXczD7N-sT4W3cb7TW3mr0tqW2JGL_b6dyRn3W7kQ0VC5zF3d2W100gs03gX32lW2nBB3_3KWDRrW3tzNV29lT9VtVbwXvb2sjdzpVcRgMF547vwWW5M-BYq4DTVWDW4f5mHq4M9T3xW65ss3P90yfwNW1FSRNP8_gnyfW8g22g87Ql7XWW4jBNMp4TSyb2VkFcD855VN7wW7JVns22_J6X7W9fKT3y93HdDbW74kbdd2yr3pDW2_MxP38sh15zW3PpSdZ7mNxkbW7X_WZm1Tn-13W47Tn_93XxkX-W34Fxyj4brtm3f4gptZF04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; display:block; margin-bottom:16px; border-radius:4px; overflow:hidden" data-hs-link-id="0" data-hs-link-id-v2="P5WLtJr+" target="_blank"> <img class="sponsor-banner" src="https://cdn.thenewstack.io/media/2026/07/9e00aaa4-trailscale_webinar_28jul26_ondemand_16x9-scaled.jpg" width="524" style="display:block;width:100%;height:auto;border:0;"> </a> <p style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-bottom:8px; font-size:20px; font-weight:700; color:#142640; line-height:1.5"> Still managing separate access tools for humans, pipelines, and AI agents? </p> <div class="sponsor-desc" style="margin-bottom: 22px;line-height: 1.5;"> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">Your access strategy wasn’t built for AI agents calling APIs and querying databases across your infrastructure. Explore what a unified access model actually looks like in production. <strong><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHYv5g8t6W50kH_H6lZ3kRW3vwysY45KVVhW4G2S5S559xXDW44CFdT99GRkgN6k5RFzrmQnmW4fNqXJ96W48vN49WnkvG9d54W9bNpWW5VPB5jW7dcKv61KPh-xTrb5n1sqFY5W15k4Dy5z5cWBW68lZm-7xbVdLVQ0Xl582bqXgW2v7mQ55tTpZnW9c0RfH7VMW6FW5Gdpzx87JbxzW8wFh1z46-TYYW4TxQ4556DGb4W3j-sjD3PH2FQW8vFqL15jpwxWW7gHYsl8wf4rZW2Xpg_w2B7dQMW7zQBTg69Qg2zW8Y2wsr8S2W2fW1qJgBh7nYvqjW4VsX782Q1mxtW9m2sFR55KvcrW2My38B1Nnc9yW3WDgZ486R1yYW5gxXfF1Zsw5CW1RJGfB5M2H46W1KZkKY96k50MW3W49Xc2wdCtdf7mqfrY04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px" data-hs-link-id="1" data-hs-link-id-v2="y1Rv81+X" target="_blank">Watch on-demand today</a></strong> to learn:</p> <ul style="padding-left:25px; margin-bottom:8px"> <li style="font-size:15px; color:#48607a; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; margin-bottom:8px"><strong>One policy for humans</strong>, pipelines, and AI agents alike.</li> <li style="font-size:15px; color:#48607a; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; margin-bottom:8px"><strong>Tailscale’s stack in action:</strong> Border0+Tailscale and Aperture.</li> <li style="font-size:15px; color:#48607a; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; margin-bottom:8px"><strong>Real tradeoffs</strong> and decisions, not just theory.</li> </ul> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHYv5g8t6W50kH_H6lZ3nYW3FWMGR3ySxb2W2278PL5gZ9K8W2t84Gh2Sk1LRW79zlYJ7tyckBW4MZN7N18HC5nW2J3s5z3LxN6qW3LyndH4WDxmXV9f9Ff1kRqJDW4Pl9hL7q1BvdW8lKmzY5DCx6mW7DNx3M16y1zMW2WSYkn6bJ3qDW5Hvrk91fLf02W5-09Q51y6TK1W46M9_37NpHW0W1WMg6C8MfDcbW78W0GJ1xBmh1W2F94kY9dcgDbW5822bS8s_hdsW2YC2hR83Y2x7W70JB_-7tTdrlN8Y2-B05kZMLMSHVTTyHHskVNKdBP16cSf3W4zgKrh6_vRmbW6F35bn56WLDvVl75-22Lvv5BVVc3wt3KZCYdV3qG948bhdmWV76ZMG3gh8QnMhR-pqpqGTdW8BRF9m2V8YnWf4S7PpY04" class="btn" style="font-family:'Lato', Tahoma, Helvetica, sans-serif !important; letter-spacing:0.5px; display:inline-block; padding:9px 22px; text-align:center; font-size:13px; font-weight:700; border-radius:6px; text-decoration:none; background:#c4006a; color:#ffffff" align="center" data-hs-link-id="2" data-hs-link-id-v2="VQRPh5vR" target="_blank">Catch the replay</a> </td> </tr> </tbody></table> <style data-hse-inline-css="true" data-hse-element-inlined="true"> /* Story Description WYSIWYG */ .story-excerpt p, .story-excerpt li { font-size: 15px; color: #48607a; margin-bottom: 8px; line-height: 1.5; letter-spacing: 0.5px; font-family: 'Lato', Tahoma, Helvetica, sans-serif; } .story-excerpt ul { padding-left: 25px; } .story-excerpt li { margin-bottom: 8px; } .story-excerpt ul { margin-bottom: 8px; } </style> <table class="lead-story content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff;padding: 28px 28px;"> <h3 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0; font-size:14px; color:#1a6fa8; padding-bottom:18px; text-transform:uppercase">TOP OF THE STACK</h3> <h2 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0 0 8px 0; font-size:20px; font-weight:700; color:#142640; line-height:1.5">The 800 mistakes that could reshape Meta's AI coding strategy</h2> <p style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:12px; margin-bottom:15px">by <a class="link--default" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3qgz0W7Y8-PT6lZ3pHW8W-W-K4jWhtgW2XGbC21BZCDNM1Sy0LXL8ltW5VQ--22lf6pkW3Yc5Cz18LG_bW40q8Fs1l5tJmW73VqRq90vc-4W2dMltm2XV_RjN7jNFdkJSghMW1mktS06x8335W4bcMQn8THStXVw5xQ16TLqP5W59zH8z2v5vCxW4f0YjP27RsHQW51kYxm8P0knHW2c7tN44HK_hLW7PdPD251l3KNW4B3X2d8L6kQ6N4TSWDYV8MpMVVgPWz80V8G5W4wFGWp8SXQwlVfYNVX4WyH7ZW3fyPbM18wdZRW6cBfdv6fzn5TW6bwt4M3Q2VfFVjRcGv95TvBMf17qQ6j04" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8" data-hs-link-id="0" data-hs-link-id-v2="Tvw/EZk7" target="_blank">Amanda Caswell</a></p> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3qgz0W7Y8-PT6lZ3mtW1x4J6f8-R0c1W8rJrv72Jykc8W1gMJF_405j-fW6kP4t925HxVRW7KfX1k56ZrHMW2j6cP991FJPFW8NphQ-8mld5nW8MxqKW38H9khW81cpKJ7pNH3SW4_mjJp9fP4hBW4r6fvC73p_hHW8gJTzt5JJQQWW92ZFb73L8_T3W1BvwPC5JN5LJW47-5pY87B29QW85MVjG6W7zt_VLl7j12ZLk5PW6ZLxsw40CwLNW1JyF9c6kPyjGW5xMdCm1dN6MrW3r9VPH83n8bdW2VvwW76mz-slW3233Yx3BMytgMg2pcD4vg9gN1zQ6KYzD88zW4vdtx56hSf5ff8vpWdC04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; display:block; margin-bottom:16px; border-radius:4px; overflow:hidden" data-hs-link-id="1" data-hs-link-id-v2="3UpNbuK+" target="_blank"> <img class="hero" src="https://cdn.thenewstack.io/media/2026/05/612c2996-ubaid-e-alyafizi-rirrvhm-7ea-unsplash-1024x766.jpg" width="524" alt="Featured image for: The 800 mistakes that could reshape Meta’s AI coding strategy" style="display: block;width: 100%;height: auto;border: 0;"> </a> <div class="story-excerpt" style="font-size: 15px;color: #48607a;margin-bottom: 22px;line-height: 1.5;"> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"> Meta is turning its engineers' code fixes into training data for its AI coding agent, MetaCode, as it races to close the gap with OpenAI and Anthropic. </p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"> Meta is asking thousands of its software engineers to help train its internal AI coding tools by simply fixing code, something the team does all day. Last month, Maher Saba, vice president of Meta's Applied AI Engineering organization, asked... </p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3qgz0W7Y8-PT6lZ3m3W8M6GyX3qyfnpW6dyZvt1g2RdmW9bt1fT8mWLmJW45yRj02bJWWtW1-KyWK5ycncYW8KL2hH5RMqptW6HJSgl2X8WlsW7yHmX35YztcbW6lqm2V3yDv9cVpNld17n8br2W3H5gjg5qLVQdN6-0NzGBVlnVW8Vv3Rr1hLkpDW7snP4b2ylW8wW5kbNdJ5bNC_GVWxr8C7zkyhXW7YCljj4x0cNhW6yMhxK7xNTgwW7D4wJB8GZW8nVVrzJj8tK1KHW714TtC1hTPhcVcxlvT2S9NBdW2dktBg9gPWy0VMMlwz3YthyVW78LW0L1m9PLtW5Wl-2z8hNnSXf5K3mPW04" class="btn" style="font-family:'Lato', Tahoma, Helvetica, sans-serif !important; letter-spacing:0.5px; display:inline-block; padding:9px 22px; text-align:center; font-size:13px; font-weight:700; border-radius:6px; text-decoration:none; background:#c4006a; color:#ffffff" align="center" data-hs-link-id="2" data-hs-link-id-v2="M3FEHN/T" target="_blank">Read more</a> </td> </tr> </tbody></table><style data-hse-inline-css="true" data-hse-element-inlined="true"> .digest .item-label--1 td { background: #00aff4; } .digest .item-label--2 td { background: #3a8fdc; } .digest .item-label--3 td { background: #9850c0; } .digest .item-label--4 td { background: #c43aaa; } .digest .item-label--5 td { background: #ff3287; } </style> <table class="digest content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff;padding: 28px 28px;"> <table class="digest__inner" border="0" cellpadding="0" cellspacing="0" width="100%"> <tbody><tr> <td colspan="2"> <h2 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0; font-size:14px; color:#1a6fa8; padding-bottom:18px; text-transform:uppercase">WHAT ELSE IS NEW?</h2> </td> </tr> <tr> <td valign="top" style="vertical-align: top;width: 52px;"> <table class="item-label item-label--1" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#00aff4; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">FLASH</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">AI Strategy</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXH-g3qgz0W8wLKSR6lZ3ntW6knyzv3LF1p-VTygr6993qtRW3dz7hK7GX2xNW2lDLC88jD2m9W3q9gZt4l5LPhW7Wl6LF18xlMLW1tpcQ68CxfzxW8HlND050rb4qW7WtHVR5nKtnJW27qLn_1jx1nsW1P1ntt5XYxkDW5x2wP93t32cdW80sz2G1FX6JfN2klVPPVRHvWN20gH2mbQWdhW3BJ0QV331H5DW7Mm-Fw8mz9BYW1X11nl288jk6W3-70ST5MjzyXW787K1L3DcZpmW879_JZ15JKF6W6hyvSY72RcvxW4xxX0p4X5yfPW95L8XN54rbmgW7NbqQx7Nk1GPW6Zdn4l36XB-PW8KH9H681YdtLN4WKwpp4fT_8f38KfYW04" data-hs-link-id="1" data-hs-link-id-v2="2oxdmbtO" target="_blank">Google’s four AI departures: "We wanted to build something differently"</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3qgz0W7Y8-PT6lZ3kyW4DGc2n97ZbCZW868T8d5x-N5DW6-FZ9F3t4YdqW3-lM114z5wktW58j-W06DcvNbVFw63h2C71z5W4sLQRF3ycmL8W5Mw5yh8WkrxsMwlzwpX-jHDW7vt06W8BdcnwW93YGcZ4wcrjgW5Sp72H8Yq5CYW1qnChH60gJ2VW1bM3wv5WzTYPVtRPqm3HZQMZVPy8L36Gz5VnW6c_sYT62xtVLW1CqxSP7MqHwNW6mnXMZ18_KjhN49Dkg4-pzGfN2DYYfvblPq4N2r7r6n2JGYnW2b1nWn8Z9Mw-W4sNJ9390XdV_W75bL9N6hYVq0W7BX6vj7dFY8Yf9kJrDK04" data-hs-link-id="1" data-hs-link-id-v2="95gbxGH5" target="_blank"> Amanda Caswell </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align: top;width: 52px;"> <table class="item-label item-label--2" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#3a8fdc; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">TAKES</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">Platform Engineering</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3qgz0W7Y8-PT6lZ3p3N3Z3vHfWhqBpW2QRPXP5QkMMXW1Qz8RY2X7qNCW1tqcPx3M4YTTW4F9lfP79p654W2h7vVl6Q6rKrW8h_dzt1fL64gVRcP8M65bbLCW8BCRGk5rdltsW3xQNTb6wqD2CW73rm5V2RLkynW5CPLTd8Crs7HW1SNHjC4M6X8xW25TnG68yGTS5W5Rmb-2664F6yW2zv93J6QryPVW85wvHL9jp9DTW8mY7yJ1CksHNW34Y1323pcS2PW6dvdNl1zmlxRVlgMpQ34WmygW5_RD-l5145hCW8S6WBB4kbv6YW6lDfBc6ZNCtNMtwnpFccg38W3QMdFk5qPHQNf2XWVRd04" data-hs-link-id="1" data-hs-link-id-v2="TS4+TJ7g" target="_blank">Every software company will become a dev tools company</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZH3qgz0W7lCdLW6lZ3mbW5ZctFF8dKvVXN5wjrW3XHZBgW72Mxtm5P_zfBW35WThc4nJnGMF419GCbd-SrW3GzJc01j4sJ2N6Cy59fp90B0W745mL56LY23XW8PpLPJ279tXhW9fGKp85lNlY4W8mRk9_7CyRj5W2PhKz-28zyBtW2Wst9P8LXfZpW9bqP2J7RVmMHW8pTYYq6PSP9GW5xP99_8rB_64W3mmrlC2M0hycW2y7H_41GFrWFW8lszt32HpGDbW4j5Zrr2PfbwLVshhlb3Q0gtDVK6GjY1S4SDdW4w0BxK8_PZFtW1tvLnV5zr_TGdRsHZT04" data-hs-link-id="0" data-hs-link-id-v2="u1A1vmIM" target="_blank"> Ankit Jain </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align: top;width: 52px;"> <table class="item-label item-label--3" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#9850c0; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">CLOUD</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">Security</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3qgz0W7Y8-PT6lZ3lZW2XPqcy1yRjz6N89BNwmP70KfW86R0n91tylq7W7ZB1VD6WLZTRW4_wXgv7ym1r8W974PVs2vkCkHW5-mRNT6j9sR8W7t1HGX31s4q8W3Swj8B3Ss5bSW52wMRZ470RRMW18nTZj158pdtVvxc8X6g1PQkW4PYrZM5Bs57FN99LNRK2d0r7W8Fwm4n1SpYk7W4R3_by92ZZMjW8YNpYS3BfdqLW5ZG6f-4SJq-ZVBRpDW2TqcmFW7sy_dX2c940GW2dkSQV5LMSKXVmTmQP1hP9gGW5vshgk7YLZkwW64lRSZ3C3dJmW8p38FK3N7c1MW28wmSB66_bW9f7WYnP404" data-hs-link-id="0" data-hs-link-id-v2="G/dYOLMF" target="_blank">CSPM adoption jumped 60%. Tickets stayed open.</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3qgz0W7Y8-PT6lZ3p-W6kBqnD5m_rrPW3gfTNW6H0shYN30TLw6NtszlW8TsvpZ8Mnx5mN30MX7HfTcBJW7Sk6c53Nh3-pW9fzDXL8pf0gWW6Lk3D082PvNQW6QB7Rt771XtvW8lrrt74dKRBNN10hDT1n1S2CW40SYZX31dWsCW2GH95R18fh-mW88D6zp3n0xhCW3NQrJs4zB-gDN7NC6CSYfQ6hW7KgmR55ZDgkKW7VFNvR4jcRmkN5bhPTqVcmjzW19TkzG6TTdXZW6VVpsX4TcBdKW6cldRR7D4SX6W8lz8RF235h-JW1L1FXh81VLbgW2XdVyG7vM8L3W4jqTrq8LJwrkf28TpL204" data-hs-link-id="0" data-hs-link-id-v2="8GFoATE6" target="_blank"> Megan Carnegie </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align: top;width: 52px;"> <table class="item-label item-label--4" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#c43aaa; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">FLASH</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">AI Agents</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3qgz0W7Y8-PT6lZ3mXW7nDM2C2KSBg2W1mB0n14XvCwGW1BtMz38vgc3MVFfKWc7TPtXbW8lRjXd36B9SrW74XdBD8jNLqhW4VRdH67fyKH2W4-G0GC361pMKW4cxkNr3tlzw_N7QFQg8Dv6YlW5c5VQT5KMCSgN8MsYqH4PKbgW9108qg2Kfby9W3D9ldg7GQNZcN8HpzQjBpYNwW8t3n6k2kSy34W64SSp-28wPysVtrqwg37dc7NW5hYD1d7j7xWyW1Y75Pv4rzzDlVBlt7j6Ty-s1W3xLVBW517MD2W8p_f2_3f8yP9W6ZtQ_P1t-DKkV7BNkd15PwvPW6HY1cN2wfQFtf6ZJxW804" data-hs-link-id="0" data-hs-link-id-v2="RjgGbwku" target="_blank">Today's Codex will feel "primitive" by fall — and its own team's roadmap backs it up</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3qgz0W7Y8-PT6lZ3nrW8cR2pB68mnZWW5G4D3h5PpSqYW8DGf2G2nmB99W4wYgNW8fH6DNVyDcGk8ch1jsW6nFrpX4L642fW60sGWK8k5xmrW6ssKK_8yB-t3W4tGvqK3JhrtbN2LLPcnGFh5nW8ZGBHX8yp_sLW6qFm-y4pLvZrW7Y3J0n4W0CdsW4F6_kx5QRM8pV-sWts6vBHy6W3HvvFH4_qdQPW6zLdXN1ZwK1cW4h24WV4vNPl4W62bPry4fNY9BW6B8zGZ7Rkwl6N6P7Jj_XW8xZN4Tr4C9jYP9QW6b-S2J8WyhRYW8X-HRF1BDk-4W24LFSN70TfJJN3W_BjRZyVVbf4FKCR804" data-hs-link-id="2" data-hs-link-id-v2="8DYaPFb+" target="_blank"> Amanda Caswell </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align: top;width: 52px;"> <table class="item-label item-label--5" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#ff3287; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">TAKES</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">AI Models</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3qgz0W7Y8-PT6lZ3m2W1W7KGt3DDZ9nW71hl_R7l78B8W86ZHtR12jYksW7SwVfx7__-8xW3pqFVn5ZcjMLVsWghX5kRPcBW5VQ-ZM5VnHN5Vq7Nh03lXS7TW2RXqjK1kmLC3Vx-P6d4zB-8QW4FVSDZ6Hmjj6W5vWMt-8Lzy2tW6SNt0k5CXV8WW2frzXw8J09vHW74wkPF3Dpb_BW8Gn2wZ5m2H8zW4k_kpT7kwkDFW6NHcxY5qZsG5W4-WfMb35TpLsVml69Z7WF6f8N1X22XdHy0xpVz52Ty7TR0R5W5d_8z88QfwX-W67pMV_7GTK8vW3Pfs7K4GqtBDW7yM6mh9lw9sGf5G-HrK04" data-hs-link-id="0" data-hs-link-id-v2="3s114yon" target="_blank">OpenAI's Astra just proved 10 long-standing math and science theorems. The tokens cost $2,000.</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3qgz0W7Y8-PT6lZ3mQW71_Xfx8yxgCMW2RCRsz1FCHtQW4MhqRM1wn4w7N902WhNzhZ0GW16t6bG7yt6m_W6fHxG74txhHYW3YJvmT1VdF5hW5ypKsT154z5DN3zMQ27t-gVSW8xf8Yd6dpHjGW6lfZgK8zz_HtW4h4Nf785cvYzW7pm8P84H3x5DN7VgqhNSFfz5W6SMRlm8S5fjSV-bq6c13PRQhW2nWC6b5WRZ2ZW80_qww92DzN9W69NmYW4BfnTrW4VQ3RH8-sdySW1Gtgfz3dQJ9-N4y0lnTsWFy-N2PPPXdQngX3W7jNcxn3m0m6XW6X-7rj4ymJ7SW6Czddg65dS6Sf2t8h5604" data-hs-link-id="3" data-hs-link-id-v2="GVObPKwH" target="_blank"> Amanda Caswell </a> </div> </td> </tr> </tbody></table> </td> </tr> </tbody></table> <table class="sponsor content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff;padding: 28px 28px;"> <div style="font-size:12px;margin-bottom:15px;"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#1a6fa8">FROM OUR PARTNER</span> <img src="https://cdn.thenewstack.io/media/2026/02/3fc78430-cloudbolt-cdb-logo-dark.png" height="24" style="height:24px;width: auto;vertical-align: middle;margin-left: 5px;border: 0;"> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZn3qgz0W6N1vHY6lZ3mRW23cZxd2QpnWKW3jqCH-4Wxf6cW4cTLqy28Vwl8W8kXlRw3h9j4rW712_LN8L85s_W5jt_Tm4j9LvSW2TZQwS8v9F_bW57DGG88JvxlcW3-qNg01stT7qW24Lz4q36J74sW1TV8q_9c0GYtW8lvn467kDZtNW1_QcgJ3D-gsqW64xKM14qKcMqW4YTZwf3xH9G_W2LHhKm7wRDLQW1m6ry38HQTRmW60zpYQ5lw91bW7kJB6C999DXzW4-QFLM9bP-mmVDMCvC6-H09MW2ffKgz8d6_7zf1qGcYC04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; display:block; margin-bottom:16px; border-radius:4px; overflow:hidden" data-hs-link-id="1" data-hs-link-id-v2="ombsOb6n" target="_blank"> <img class="sponsor-banner" src="https://cdn.thenewstack.io/media/2026/08/d060ce24-cloudbolt-tns-newsletter-1.png" width="100%" style="display:block;width:100%;height:auto;border:0;"> </a> <p style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-bottom:8px; font-size:20px; font-weight:700; color:#142640; line-height:1.5"> Up to 80% savings and increased reliability in 30 days. Guaranteed. </p> <div class="sponsor-desc" style="margin-bottom: 22px;line-height: 1.5;"> <p data-pm-slice="1 1 []" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">Most Kubernetes optimization tools make recommendations. StormForge by CloudBolt guarantees results. Try it risk free and cancel in 30 days if not satisfied.</p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZn3qgz0W6N1vHY6lZ3pLW5nZYYq23vK_zW8R5l9W70w847N6f9w25_-cpVW3F-1w54c8zRgW4SkRFp56yQHtVPR96Z7y7kdWW7DFdfx6ppZW9VyB1Nh7CdFn_W4nyPKN5C0KrGN7H6zMtFhDMSW7vFK1f7JL4p4W2DVvP58F5DZ_W5MKwTB1Gx-g6W5vxqFW66VG1tN3Z129T7RxgxW94LGPC79XJHNW7JW2Xs8Yh96XW2Cqpk44Zm4ljW2SPQv08Y0-sZVWxjSy5mdb0_W5wCPDS1Q88LgW41Tx571t1hkXf7CXtVv04" class="btn" style="font-family:'Lato', Tahoma, Helvetica, sans-serif !important; letter-spacing:0.5px; display:inline-block; padding:9px 22px; text-align:center; font-size:13px; font-weight:700; border-radius:6px; text-decoration:none; background:#c4006a; color:#ffffff" align="center" data-hs-link-id="2" data-hs-link-id-v2="EYFadI1F" target="_blank">Get started today</a> </td> </tr> </tbody></table> <style data-hse-inline-css="true" data-hse-element-inlined="true"> #flow-state .item-label--1 td { background: #00aff4; } #flow-state .item-label--2 td { background: #3a8fdc; } #flow-state .item-label--3 td { background: #9850c0; } #flow-state .item-label--4 td { background: #c43aaa; } #flow-state .item-label--5 td { background: #ff3287; } </style> <table id="flow-state" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background:#fff;padding: 28px 28px;"> <table class="flow-state__inner" border="0" cellpadding="0" cellspacing="0" width="100%"> <tbody><tr> <td colspan="2"> <h2 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0; font-size:14px; color:#1a6fa8; padding-bottom:18px">FLOW STATE</h2> </td> </tr> <tr> <td valign="top" style="vertical-align:top;width:52px;"> <table class="item-label item-label--1" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#00aff4; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">TAKES</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left:16px;"> <div> <a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3hCZYW7Y8-PT6lZ3nzW72VpZf2Z5-mcW52SG6N2fzY02W3hTKln4bTVGcW5wW1D-9hChw9W8_S_jf3T_wpBW8JSwV81cW_-0W763tp31lb2gNVWMXqp2fDgL8W7-NYGz8ztlvNW3GRVJc8tR5B6W1s2yjc2HwVh7V58n726nnsPHW9hjLRV1pJ9fxW1qVt1V1GvPvxW8LBMTk8mR7LfW6znX8K4FB22KW7_PMNq5sGF2LW1YK16c1Q78v9W1ghKM_2KGkgFW1FbTgt4wgmmLW3tLrwm94RDdPW6TNlPr8CjK3MW5GtbSY40TbPWW6CScRw7LyhZkW1R2LVh4h-bLBW1W_ccw4mSgcYf86NxTH04" data-hs-link-id="0" data-hs-link-id-v2="EKz+2Hfk" target="_blank"> Regulation-free AI </a> </div> <div style="padding: 8px 0;"> <p style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-top:0; margin-bottom:0; font-size:14px"> Voices in favor of a freer market have come out on top thus far, but it appears that those clamoring for a more strident tack contra Chinese AI labs are far from dead; this argument is not over. </p> </div> <div> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#1a6fa8; font-size:14px; text-decoration:underline" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3hCZYW7Y8-PT6lZ3kMW5ZM0Wq4zXnSLW5X8Xwz92WwzSW7pg7k535g50_W24S9zy67_v0-W6Rm0M-6V4QV1W3QCHlZ58yf-WW7vqMwT3pbQ-XW3DjpV18vbX3MW6LQHGs1WfVdcW4-qsdg65Vv3mW73S4pH62GvJMW6LtGWj6tdQ01N6YP1WPBcQdJVfGYGF1V96ZXN6R_0gSdg7q_W3c6s4j6GdRkPW7F4LSw9d-B0BV9GPDh77jthQW33W7GH4h4wxqW94sbZ-6Q5pWfW1j3wQP6b8SVDW4zWKlh27yR7jW14SMjB6H6--7W8qd7Tv4wSLbXN7DMDQmpf91TW68ZMyz1nC593f865b1b04" data-hs-link-id="1" data-hs-link-id-v2="py9a7d2B" target="_blank"> Read on Cautious Optimism </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align:top;width:52px;"> <table class="item-label item-label--2" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#3a8fdc; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">AGENT</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left:16px;"> <div> <a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZH3hCZYW7lCdLW6lZ3kwW7cVZ5D8BW_FgW2sLJlX92RRd2W6f9tH31y0bqdW8MH9Hl55lnDRW6Ykb7M7NK9GlW3DzFWL5tFFrcW2dr_Tw5kkjjFW3_5d1W1L8RDxN1jNr-7VkP89W4DRyz-8F4tHYW7yFYXn4ffZvJW4-p0Jw5QFplPW1X4HJS5b19yhW9c0YgR3nKGLhW2hDmK54dJTCdW8xgw361nGV6yW5NM5Kk5p5Ws6W7H4r3g8pKNc2W1Klnk76Q0gJdW5wvSl96WWgvQW5f4drZ1-0Dw7W67Mypz70MwXRW7zhH3749TVD4W8jDM5S2SFNjZf1gnsXP04" data-hs-link-id="0" data-hs-link-id-v2="SFFIfkrW" target="_blank"> When do AI agents need permission boundaries? </a> </div> <div style="padding: 8px 0;"> <p style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-top:0; margin-bottom:0; font-size:14px"> Tool access is production access. Learn how to secure AI agents with deterministic policies, schemas, and human approval gates. </p> </div> <div> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#1a6fa8; font-size:14px; text-decoration:underline" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZH3hCZYW7lCdLW6lZ3kPW4XbRw34gwdF9VkfMwW14yDBbW7N9ZtG2mrc9PW72HYY-7yzg73W4d1NZd44jcyYVY-Hvr1CXKpJW6YwPM06mmqgNW8pjH8N1M0gjQW1NJ-R77px2ZWVfFTgc4tGQ1RW7kJqB57GjygcVD8jbd2dsCRBVvYDCf2pV1ZHW5B9Pq84g899_W1CfmDM740YwRW4Kj6RJ7y8vNVW7H9MfQ8kbYg1W95nX3-52yYshW3VkJXX8WKnC8W5LMcld6s5J-4W3V9WVR1PJ7wkW7Dn2dY4qXYHbW1Jy58Z3nLVV_W9dt8dN68K8bGf8TkZSz04" data-hs-link-id="1" data-hs-link-id-v2="efJ0BxsY" target="_blank"> Read the article </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align:top;width:52px;"> <table class="item-label item-label--3" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#9850c0; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">LOOK</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left:16px;"> <div> <a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZH3hCZYW7lCdLW6lZ3lFW5xhf1f4qryXDW4NTh8w2q04zJVk_C_h1cMc7PW7SvPQk2-NhTMW6-PnsR8fPL35W4TYr947bnMSrW78yN8S4mMn6cN852QwPQn5QtW7Q3SG52-c1yYW6WYkN72TcV4VW63GLgD24FJFzN116qSy7VdVHW7dPLXn6lylqrW41g6KC8b0T2bW8zWG_-57kGNCW7RT8bP4XdKhJW8L_smv8z787lW5VwBV514QrCBW7q7Vq057mWP-W64TGbX8X41XlW1QGZd72r_HVQW1yf5cq3bcBs7W77wMxG88nw89W5D_slK8YFfBJf2HklLK04" data-hs-link-id="0" data-hs-link-id-v2="YZMLZAIw" target="_blank"> Designing APIs for agents </a> </div> <div style="padding: 8px 0;"> <p style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-top:0; margin-bottom:0; font-size:14px"> Learn how Webflow redesigned its APIs for AI agents, moving from endpoint wrapping to intent-driven Model Context Protocol design. </p> </div> <div> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#1a6fa8; font-size:14px; text-decoration:underline" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZH3hCZYW7lCdLW6lZ3l0W2QZHQQ8hQKg_W2Klgjy2Bw8McW1ZnD4z8qv8ZpV9RX8W2HWp95VbhW9f64NJm4W5N8XBP545j1TVLrRF68XzqbWW5vf8q58XWb1RW15nR6n5cG5TPVmZRyP80KVJvW27RLby6hyLnxW4l35m-3hClnPW8GHK4S46XzvYW1HLqcx2qktSGW63J_vq76WjhhVz2b0915j9H8V1vlTD2DzDG7W9g-1mZ2tZn48W36fk235HwG0sW59LP4x1dSzs3W6TBNNY7KfHpyW2z4m9x51gpT3W8h6P581qRz10W753Bxc2S6_8vf1X7Fds04" data-hs-link-id="1" data-hs-link-id-v2="KbKP9yCJ" target="_blank"> Take a look </a> </div> </td> </tr> </tbody></table> </td> </tr> </tbody></table> <table id="rating" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff; padding: 28px 0; text-align: center;"> <p style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#142640; font-size:18px; margin-bottom:16px; margin-top:0">How did we do today?</p> <div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHYv5nR3bW50kH_H6lZ3nbN8L_YwC7ZN5ZW132tGW7f2CZ6W65hdM51VDycKW4Cc6Bj6fXWvhW2cXzBH6R9TJDW6J20nZ8JW-ffW2NV-Jf7Tn3JPW7VMqR62qLLrRN3dCD7wBQS3CW4386_L53Tn4JW8SmXL66tk9jNW4-yg-6260BYMW307zyr7ctcRMW4nJ85n8hyLBfW4QjNxc1YWRgBW3jQ7sb7HkFsnW6VPSzg7_fFL8W7rhml41-rx84W9hsD9b4H6fQjW91b_tT4VPgZvVfq-8m8yHZcYW7C1td77Nt82sW6gdWsM6dnzr7W1vBWpG8LdqwNW3fy17b6c4D6YW1MRnZ07dXP5BW7N2DsS1BSn5CW4GN4q_2gXXs2VTXqn82TGbZVN4HN0XP15WDqW183hWr7bcD2wN2cX31V_qCSxf7jnqCM04" target="_blank" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="wplz4Gf6"> <img height="30" style="height:30px;width:auto;display:inline-block;margin:0 8px;border:0;" src="https://cdn.thenewstack.io/media/2024/05/fae341c5-tns-daily-rate-great.png"> </a> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHYv5nR3bW50kH_H6lZ3pzW8nxbcg8MlKDhW2qTW3H7BNCQQW8czW676g0j-SW3SF3ds8lq8GPW4bbTMh7LCvGZW71hVRq8XN0QyW8WYfcX4PyyhSN6nWl3pfRCK2W3vRLBz4W2y5HV1lTC48MMMDyVz32Br40b4XYW1HTxJ72-TMkxN1M6z-z_0XQLW6x6HT13dbJ-gW4C0P7k2j8pDsW4r9z2n8sW3Y-W3MRXfS8FlNCpW2rk8C53KDqVCW3T3hR_6x1YYzV6g2sd3ljjNvN5W_DGP7PgQKVkKSSs1qF5JTW6W8F4q6wZFzkW6B9X8t4wcx-dW6BYJb561KzhLW6n1s4W6TjfrdW7j0NvG4vw4pKW94NZtp4c1HWvW348N7P82TJXbW5pbL-D159CLBW60Y_427tG6M-W3S4kDc8X_J9Bf6jX3-404" target="_blank" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="34BKa6vS"> <img height="30" style="height:30px;width:auto;display:inline-block;margin:0 8px;border:0;" src="https://cdn.thenewstack.io/media/2024/05/8bb71286-tns-daily-rate-meh.png"> </a> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHYv5nR3bW50kH_H6lZ3mSW2g0srL8Q7RspW74tw2B8BhkmwW6LX6SD86v61vW4ZxVb12ZP4m1W4_mPKz1gz1QrW8lC6Rp3nPZ0JW7Ltgtf7j4hBsW70QKy78h8lXxW2yKtXc6xZ9LvN6hXGbktYz6JW1SVxyw1JXyhjW80lNXR8t0g7zN2T8xlz2-Rn0W22hn1Z7-TjvmW4Y4qgY3gsMqqW50p9pF6M_J8KW7PZXyj8X2x_8W8_vvlH4578W3W771zMs4FKk0xW6jNwLz6CVgxJW8ybVKS84K_K2W6jGgrt7bzQfRW5lr8GB2TMXVnW3Tp1RH8NZ8ztW1TXgc_5zXWmRW7dZnBG4_J0KTW6STwCn21VJkcW4j56lK2MjDSdW2C86KH5WZV8XN5p1d3MwL_qMW5c9GrK5MxZBnW81NWcv2rJ0Rlf1SGvLK04" target="_blank" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="vlMlS7rH"> <img height="30" style="height:30px;width:auto;display:inline-block;margin:0 8px;border:0;" src="https://cdn.thenewstack.io/media/2024/05/6b6abc92-tns-daily-rate-bad.png"> </a> </div> </td> </tr> </tbody></table> <table id="img-family" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff; padding: 28px 28px; text-align: center;"> <p class="family-sup" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; font-size:13px; font-weight:700; letter-spacing:2px; color:#1a6fa8; margin-bottom:6px; margin-top:0">ALSO FROM THE IMG FAMILY</p> <p class="family-title" style="margin-bottom: 1em; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:22px; 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Plus: The 800 mistakes that could reshape Meta’s AI coding strategy.
View In Browser (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ45m_5PW69t95C6lZ3p8W91tx0J6bNfY0W8jRdxM8P8YB7W1pysJv7HYmnKW9fkhGl5FjrKbW7PSVSx4hHQDxW8plYq98h-P0wW5hQxw-1gl3rjW6jL88k97b1rcW4PpJnw5fTyM9W8ckw6C3JzhxXVZlYZG5Y98tmW1MHYxM2NKw4kW2wtQH98V8VRmW3jg-Dl7QkrNsN6_gBPnx6T9gW1MjCwS55N2ytW7jYsXG3VtmLFW516MwS14zZS2W27jm582Fx30fW1r1_Qt8QnwqtW6dh0FJ26Y3KvW50_1nV4dqp9rW49KGCL1MWd6WW5B-CCS7lHT9CW76xRFk20pm4bW1M_wB472SFkDW3tlVKb2WslWLW48TTJD3WvMHyVrFKJ293Q-2bW7zn2kJ8nScv4W7m3xbv4NghkSW3tBMpr97L-ddN6VjKL_6K2s4W7PrZPy3V71W7W58bcSB2m92q8N4D6wNgCrDh9f1JB22-04 )
The New Stack Logo (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZn3prCCW6N1vHY6lZ3kHW3TxcWd4CV9g8W5DJH-N5qRfVVW2zN9-b1s7d_3W5jVH471xBSXkW5nWT-_5bXm4jW8ffxcg6_K-x4W6PHlkG3K10kDVkZgwW1PGr1yW2vCLRg78hMwvW5CQWjx6KL8CVW47CxJ66JJJfHW1YvL617-tWRxW82fN9w4GgC-lW1T_jm86XgMt4W8CWPn94lL1z7VLG4Jm3-bJfYW6sK4D17pTBQCW5p99BN1jnVZfMq98cfgWH0sW5mZgfW8tZbfYW3CQFBz3rXfqLW2dDbFG8B-l3hdl0jpY04 )
August 6, 2026
Together with
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZn3prCCW6N1vHY6lZ3l9W8-PLL66DXZppN8CY5yjcKBZ0W4s-4fl1LkNZfW3pCc_024Qg-XW45WYGt6ZWJLWN55r_8ZpKHxHW45yJy-8Vh8zWW6SJhv04Wxj9yW6j-FQ351c_s6W4p5mDs2Fml4HW7tbDly5dHLN0N98HYTtxHF5nW1P65P970MjmcV8S03r6K3dvBW4GNsKh6fFCZwW8dsz8d58wn0TW6XcX7c5TPK--W9dSQM08NJHKKW5n7n1Z8LZ7RvW9cm1Mn4DQHmnW4z4bGN8j8nkSW8qTPry25zjzsdWYp5g04 )
A shakeup at Google AI
Demis Hassabis has led DeepMind since before Google acquired the British AI lab in 2014. Now, with confidence in Gemini rising, one of AI’s biggest names is stepping away from DeepMind’s daily operations to become Google DeepMind’s chair and Alphabet’s chief scientist.
But Hassabis’ move is only part of Google’s AI leadership shake-up announced on Wednesday.
In today’s lead story by TNS contributor Amanda Caswell, we look at why Jeff Dean, Sanjay Ghemawat, Oriol Vinyals, and Quoc Le are leaving Google to launch Discovery Loop, a public-benefit company built around an audacious goal: Use AI to automate the entire cycle of scientific and engineering research.
The departure may look like another blow to Google’s AI team. But Google isn’t exactly saying goodbye; it’s backing the new startup, supplying its cloud infrastructure, and still keeping a connection to whatever comes next.
“We wanted to build something differently,” Ghemawat said.
So what, exactly, will Discovery Loop build first — and why couldn’t four of Google’s most influential engineers build it inside Google?
Go deeper: Google’s four AI departures: “We wanted to build something differently” (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3prCCW7Y8-PT6lZ3lgW2TVnPW1bDYbLW8PLg2r6H2V26W8_mDPk2ckGFGV6S7rj7tfYjvW1bkf3H1pqJSZW5ZP18F3T0p96W2C7T4S7dXVpkW8_mh_-72mMrPVLWY5P2-5cH2W58MKg_1kMs0WN57MSCv8ztF2W2pwLw86ZFn0BMS-_sFY8GK5W6CqcJ71VhnGsW6LLf452d_PG2W1QLqwN4_dLycW6K2GV-91xS4SW67qtd4741KK5W2GlVHk1Gd6JTW4HBGNT6z-WnzW8skNFp2hkT-JW8pLhs61tLGBFW2c6pkr1vHGHdW8K5Lb146GDXdW8TGflX4m2rn6W4g5J6v43L6x7f3ykMld04 )
More fresh reads from TNS:
▹ The 800 mistakes that could reshape Meta’s AI coding strategy (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3prCCW7Y8-PT6lZ3kCVJzLLh3dtPR8W8ZzRdl4qSk8rW39y5Dc3lXtfLW3v5f9G2tLl2tW3jN-jh5jWqDYW2r6gYB83gyDRW5dG4dV5l74-2W2J3vfP6kb9ZGN5Tdy58lkzlvW7MdWw292KVVNW8-d4GZ7SgCryW8R228k2yGXv4W6hBh7R6TR8KNW3KjJ754xdMxgW2DgjcX8G8BGrW7QhjZj7VK13_W5gwlnL4-qjTxW8Js21T4wLmmQW5ZcDmf82Sb-dW8x_Kht1pTZbdW2lqPC96j-x_nW12dp5-82sgtYN6fbnjlkV5fjN1hmfNTdxH2TN4N3xz_BPrFLW5bYGhk5x6JDBf7-337Y04 )
▹ Every software company will become a dev tools company (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3prCCW7Y8-PT6lZ3mCW1HSD0D84lyJDW1zc5sF2zP0LrW81MxzP1-447cW6fVWZd54BB28W42t8jP97D3s0W2xbprq7l3XJ8W222zFr4qz6RHW352yld5_-6gpW8z-L6j5Gp3vJW8LN_WY4K_XFmW9kXqQn1wrn15N8ZGX12-sMZZW6wZ1S78gYdg4N291KQ1ffTzVW4k_tfm2mVv_tW8R6kXf65vYTxW6JQ6hK80B3HGW3-lNs197cgP-W7csf7k11fk6HVHm0vs46HFYrV4R-8T8ZGw2MVlRqN97_DSH7N4zwLs51l3FtW3CxB-t9bwR2rVF2gl399_0vRW1rLdSH5NNdNRf74Kqxj04 )
▹ Claude, Gemini, and GPT-5 can handle every SDLC task. Almost none of them should. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3prCCW7Y8-PT6lZ3ngW8XkwQN35Gb7wN2Xw2_C23q9GW35sq5T4H0WKQW1L1sy-6Cp5_6W12KLhF8xjWr7W6Kj_RG2bcldYW11X-kR1gpQ-rW5Ln7R26R5G9yW7LVLl79b_sJZN50xCfH17hMxW3y0CNy12C-V-W8yM4715Vz-fFW5qkxrk7nkChGN761GZ8JFPDMW2Nbgw57kt7TLW94vV281nFRQJW8h91Tx2DFdjqVLX8zT5lhVZpW2_H5186dSwmYN20lY9PqkGpHW6jXkjN8MdvwdW6vwpqD8vGSsjVrSTFy2_JsYHW7MH9z54ygj8yW1vvMN47vC4jvMvd8T_5Xbndf7lrF3T04 )
by Nick Lucchesi (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZH3prCCW7lCdLW6lZ3lYW7SLFnL3-1ydzW8XRBZv5Hl171W7QQYKZ5fLKmtW1Yq_z27j7506W6LPbS93m0z5FW5NYZ4H7bPrFDN1QP-4Fzg8rPW29Pg-f1R41JRW5CVvjT25pTzpN8q5whj1Vn-6W5MQNmW2Sx1PdTRRz_54LbSdW8lqNd06W7wxDN2npNr-6RzSSW7mBBfB4b8Tl-W337Mzn7s3XH-W4f7_ch3MvLcDW7B7-D37P57BvW8vj49G1MRsRrW23T7Zc71JP3sW52x0Vk7Sv4lcW2VFSW05FxQZ2W32_b4-4w6Y4bW8MpXtc7WmNsgf52mGB204 )
Still managing separate access tools for humans, pipelines, and AI agents?
Your access strategy wasn’t built for AI agents calling APIs and querying databases across your infrastructure. Explore what a unified access model actually looks like in production. Watch on-demand today (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXH-z3gP0xW95jsWP6lZ3ljW5wsDrm7x41Q7W2Hk5Ym2l5yjZW2NQkb67Lnrm2W25pJD52S4lYdN3XmQk59X1_1W1fK1ZY8l4PM4W1HQsCw19bq5DW7D99yr6SpyTkW7llGMD8rR83_W91vws84x764yW1Jx37J55mphmW2p3Tnh5fk3_sW27zzcw4NYn8dW6mn5CL4MPQwqW9470cT77nr7hW2WHbm27GdFFqW5-hDLD6y6yHxW16sFcL76Gk5pW4HSxDj6PQdb1N1p8pVvQV-Q3V2MlMJ2ClwLyW6b1bMr3y2ZW8N2D1XtNMjK4lW4y2Fn25xzNsNW3YZcrg85CqdqVwz5KG3R1_GNW23x0Vz3Cy-N5W9dt3275SRy6dW5prLCT8S9pTVW3CS77P3ThMHrf8vMDT804 ) to learn:
- One policy for humans, pipelines, and AI agents alike. - Tailscale’s stack in action: Border0+Tailscale and Aperture. - Real tradeoffs and decisions, not just theory.
Catch the replay (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXH-z3gP0xW95jsWP6lZ3ljW5wsDrm7x41Q7W2Hk5Ym2l5yjZW2NQkb67Lnrm2W25pJD52S4lYdN3XmQk59X1_1W1fK1ZY8l4PM4W1HQsCw19bq5DW7D99yr6SpyTkW7llGMD8rR83_W91vws84x764yW1Jx37J55mphmW2p3Tnh5fk3_sW27zzcw4NYn8dW6mn5CL4MPQwqW9470cT77nr7hW2WHbm27GdFFqW5-hDLD6y6yHxW16sFcL76Gk5pW4HSxDj6PQdb1N1p8pVvQV-Q3V2MlMJ2ClwLyW6b1bMr3y2ZW8N2D1XtNMjK4lW4y2Fn25xzNsNW3YZcrg85CqdqVwz5KG3R1_GNW23x0Vz3Cy-N5W9dt3275SRy6dW5prLCT8S9pTVW3CS77P3ThMHrf8vMDT804 )
TOP OF THE STACK
The 800 mistakes that could reshape Meta's AI coding strategy
by Amanda Caswell (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZH3prCCW7lCdLW6lZ3mkVFDNJs7vKf9XW57myQT2PG3_JW9crHDB1dMMKYW7pybfM170zPZW5jNbtK6vn6dxW8ZF3x65ZMsTkW4gycl_82GYhrW7xBdCd7_6PPRW2HsNCP4bm2rdW4r_FDp2ztsK1W54CRv45vtMhtMGvC_XXL929W3PxGk72KpZ_LW5rGRkB8-trbXW25d9GY4gl3WWW1rQjyZ8ZCP6bVHHFLW3BCM2LW2D97Vx740JrCVmbSNd9kf_RvW4236Gj1JgnKVW1YY4h02ZzcL5W5gzQgs629HwpW8B-KM94fhzVfVbBV1w2ptGMSf8Hwnj804 )
Featured image for: The 800 mistakes that could reshape Meta’s AI coding strategy (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3prCCW7Y8-PT6lZ3kCVJzLLh3dtPR8W8ZzRdl4qSk8rW39y5Dc3lXtfLW3v5f9G2tLl2tW3jN-jh5jWqDYW2r6gYB83gyDRW5dG4dV5l74-2W2J3vfP6kb9ZGN5Tdy58lkzlvW7MdWw292KVVNW8-d4GZ7SgCryW8R228k2yGXv4W6hBh7R6TR8KNW3KjJ754xdMxgW2DgjcX8G8BGrW7QhjZj7VK13_W5gwlnL4-qjTxW8Js21T4wLmmQW5ZcDmf82Sb-dW8x_Kht1pTZbdW2lqPC96j-x_nW12dp5-82sgtYN6fbnjlkV5fjN1hmfNTdxH2TN4N3xz_BPrFLW5bYGhk5x6JDBf7-337Y04 )
Meta is turning its engineers' code fixes into training data for its AI coding agent, MetaCode, as it races to close the gap with OpenAI and Anthropic.
Meta is asking thousands of its software engineers to help train its internal AI coding tools by simply fixing code, something the team does all day. Last month, Maher Saba, vice president of Meta's Applied AI Engineering organization, asked...
Read more (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3prCCW7Y8-PT6lZ3kCVJzLLh3dtPR8W8ZzRdl4qSk8rW39y5Dc3lXtfLW3v5f9G2tLl2tW3jN-jh5jWqDYW2r6gYB83gyDRW5dG4dV5l74-2W2J3vfP6kb9ZGN5Tdy58lkzlvW7MdWw292KVVNW8-d4GZ7SgCryW8R228k2yGXv4W6hBh7R6TR8KNW3KjJ754xdMxgW2DgjcX8G8BGrW7QhjZj7VK13_W5gwlnL4-qjTxW8Js21T4wLmmQW5ZcDmf82Sb-dW8x_Kht1pTZbdW2lqPC96j-x_nW12dp5-82sgtYN6fbnjlkV5fjN1hmfNTdxH2TN4N3xz_BPrFLW5bYGhk5x6JDBf7-337Y04 )
WHAT ELSE IS NEW?
FLASH
AI Strategy
Google’s four AI departures: "We wanted to build something differently" (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3prCCW7Y8-PT6lZ3lgW2TVnPW1bDYbLW8PLg2r6H2V26W8_mDPk2ckGFGV6S7rj7tfYjvW1bkf3H1pqJSZW5ZP18F3T0p96W2C7T4S7dXVpkW8_mh_-72mMrPVLWY5P2-5cH2W58MKg_1kMs0WN57MSCv8ztF2W2pwLw86ZFn0BMS-_sFY8GK5W6CqcJ71VhnGsW6LLf452d_PG2W1QLqwN4_dLycW6K2GV-91xS4SW67qtd4741KK5W2GlVHk1Gd6JTW4HBGNT6z-WnzW8skNFp2hkT-JW8pLhs61tLGBFW2c6pkr1vHGHdW8K5Lb146GDXdW8TGflX4m2rn6W4g5J6v43L6x7f3ykMld04 )
by Amanda Caswell (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZH3prCCW7lCdLW6lZ3mkVFDNJs7vKf9XW57myQT2PG3_JW9crHDB1dMMKYW7pybfM170zPZW5jNbtK6vn6dxW8ZF3x65ZMsTkW4gycl_82GYhrW7xBdCd7_6PPRW2HsNCP4bm2rdW4r_FDp2ztsK1W54CRv45vtMhtMGvC_XXL929W3PxGk72KpZ_LW5rGRkB8-trbXW25d9GY4gl3WWW1rQjyZ8ZCP6bVHHFLW3BCM2LW2D97Vx740JrCVmbSNd9kf_RvW4236Gj1JgnKVW1YY4h02ZzcL5W5gzQgs629HwpW8B-KM94fhzVfVbBV1w2ptGMSf8Hwnj804 )
TAKES
Platform Engineering
Every software company will become a dev tools company (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3prCCW7Y8-PT6lZ3mCW1HSD0D84lyJDW1zc5sF2zP0LrW81MxzP1-447cW6fVWZd54BB28W42t8jP97D3s0W2xbprq7l3XJ8W222zFr4qz6RHW352yld5_-6gpW8z-L6j5Gp3vJW8LN_WY4K_XFmW9kXqQn1wrn15N8ZGX12-sMZZW6wZ1S78gYdg4N291KQ1ffTzVW4k_tfm2mVv_tW8R6kXf65vYTxW6JQ6hK80B3HGW3-lNs197cgP-W7csf7k11fk6HVHm0vs46HFYrV4R-8T8ZGw2MVlRqN97_DSH7N4zwLs51l3FtW3CxB-t9bwR2rVF2gl399_0vRW1rLdSH5NNdNRf74Kqxj04 )
by Ankit Jain (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZH3prCCW7lCdLW6lZ3psW3Q9Ft78Wl53cN8xRcLV3w7BwW1YMTBr8m70PkN5-kM6ZpzwhRW2DBnQQ6GMjyGW4GGnxc3n5DR4W8ppV4R59MPSKW17X79M5f-rdKVQjJRR6XlD6xW1xzBMb76prFqW92Jrcs627FQYW8csYHm4N1hnSW26_nxx8921PxVKxZvv6HfmwlW7c1TQC2xp6M9W2Z6c3_3s92QMW7jf69z1LL91QMDB7KCjBrM-N11cppr_4Y1sW8-jvnf7wS0JNN5hRv6wRR_X2W8yw5Kt2DkqSmVXy49-2hn4BMW2YGLQq8-p92rf5g3DQ204 )
CLOUD
Security
CSPM adoption jumped 60%. Tickets stayed open. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3prCCW7Y8-PT6lZ3mLW4mMJ8G61DgYVW15ZTgR7lLmYKW2FHbl58fsS6BW5QlF-r1GdBTLW13t0Vx7tYpXNVLQqZd3p89qqW18LF0j2GG6blW51q5Bp5sgFSlW1JHK5B3MysnvW8SkW8v4qzZZZW5bD5KW8k7B-WW4Pp61P6YYpw4W6zD7gp1pv73vW5plk788JmWTfF8t1jMMprkPN4gfXjxlVfJRW3NM6rM69-Hf7W6FZVj72sbDQkW1wNVz979l6j0W1mW8lr6_YfxrW5b0JcJ4KcCbJVKDqlh3C3dr4W5bZwQ-8zydWhW5kVNCj6KKQqNW1DnVx38H_2tTV-6VG82H7RbYf85lqzn04 )
by Megan Carnegie (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZH3prCCW7lCdLW6lZ3njW2ZvLVl8nPmkBW89zj7C52_KVJW5zmz_L2y41FBW51mDSz27XW9pW9csqJG8k8ygCW1y4rJG6B7CKNW6W44QP8LSs68W7dWJdb22rN9VW5BpnHp4JpYmYW7z5cS93f72j-W9jtKcP1sTv8jW57WMrL13_wxZW3Trtvz7cS7QBW3_D7qp2Q92hCW15Pk-188wxL1W5-H7v_58drxcW62bvGL6rxn1LW6PkR2w7dR_pjW1lXPCb3kw5b-W3ZVKyD75Brm4W7lLS8K3-zmvvW3Qn23p2HwvdNW7gC6T033WtbDW6blPbm65tH4vf7FQFJF04 )
FLASH
AI Agents
Today's Codex will feel "primitive" by fall — and its own team's roadmap backs it up (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZ-3prCCW7Y8-PT6lZ3pTW43hlW21DQxfkW4M0_JW2bQ7J0W3m67PB1HQqkHN4khf_yqQYH7W8LL21G4fMtl5W7RHhT31s-sd1W8QWbZ36YTMrWW3Py2x88qKRXgW76j3PP3RRzmmW2wYjBM13mKR-W76QStY4hhTCpW1yp0sT6D34hFW8wNSRN4GgyRmW2C_RC668FFmQW5ZFnhq6nwlJqW9h8CT24mW0cHN2gxLFPpjzCnW4yjfTG99RTy1W5pJxZF18N7vdVJXxGl6KlYp5W4fhbyw2sctqXW6SlNsk3Ls324W3thk0q3mDchsW5WRQN4696BS2W4PpbhX6sM8T_W6m2CNn35GGRGf7PzYLT04 )
by Amanda Caswell (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZH3prCCW7lCdLW6lZ3mkVFDNJs7vKf9XW57myQT2PG3_JW9crHDB1dMMKYW7pybfM170zPZW5jNbtK6vn6dxW8ZF3x65ZMsTkW4gycl_82GYhrW7xBdCd7_6PPRW2HsNCP4bm2rdW4r_FDp2ztsK1W54CRv45vtMhtMGvC_XXL929W3PxGk72KpZ_LW5rGRkB8-trbXW25d9GY4gl3WWW1rQjyZ8ZCP6bVHHFLW3BCM2LW2D97Vx740JrCVmbSNd9kf_RvW4236Gj1JgnKVW1YY4h02ZzcL5W5gzQgs629HwpW8B-KM94fhzVfVbBV1w2ptGMSf8Hwnj804 )
TAKES
AI Models
OpenAI's Astra just proved 10 long-standing math and science theorems. The tokens cost $2,000. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZH3prCCW7lCdLW6lZ3nqW53FcNy1xcj2_VT0Q5-8RtFvbW7nTcqB8rqkDKN585LtTNvsMYW68xrfp2RLFjZW7hlN_t1qyz4hW3HYvcx2CPFHvW1WtyGx6Bp6QdN7-5v9hfGdH5W8l-Z-f9j-nyDW1pvVFx20f4G_W17W2_79153wmW3G1j5C3D5SCFVzr59Z9cG26DW3cVrnB91n4SSW1f1vxl7lhjFbW91mvVB249N21N60j-m8hdHtwW3Rvrh08f0vDgW4n7BF-7GwppdW7kx9lM2rVPr_W2yqx9Q9kPbrJVKKlBH33tDvlW4K-k_h19VkNjf7hvSLY04 )
by Amanda Caswell (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZH3prCCW7lCdLW6lZ3mkVFDNJs7vKf9XW57myQT2PG3_JW9crHDB1dMMKYW7pybfM170zPZW5jNbtK6vn6dxW8ZF3x65ZMsTkW4gycl_82GYhrW7xBdCd7_6PPRW2HsNCP4bm2rdW4r_FDp2ztsK1W54CRv45vtMhtMGvC_XXL929W3PxGk72KpZ_LW5rGRkB8-trbXW25d9GY4gl3WWW1rQjyZ8ZCP6bVHHFLW3BCM2LW2D97Vx740JrCVmbSNd9kf_RvW4236Gj1JgnKVW1YY4h02ZzcL5W5gzQgs629HwpW8B-KM94fhzVfVbBV1w2ptGMSf8Hwnj804 )
FROM OUR PARTNER
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Get started today (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZn3prCCW6N1vHY6lZ3l9W8-PLL66DXZppN8CY5yjcKBZ0W4s-4fl1LkNZfW3pCc_024Qg-XW45WYGt6ZWJLWN55r_8ZpKHxHW45yJy-8Vh8zWW6SJhv04Wxj9yW6j-FQ351c_s6W4p5mDs2Fml4HW7tbDly5dHLN0N98HYTtxHF5nW1P65P970MjmcV8S03r6K3dvBW4GNsKh6fFCZwW8dsz8d58wn0TW6XcX7c5TPK--W9dSQM08NJHKKW5n7n1Z8LZ7RvW9cm1Mn4DQHmnW4z4bGN8j8nkSW8qTPry25zjzsdWYp5g04 )
FLOW STATE
TAKES
Regulation-free AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZH3gP0xW7lCdLW6lZ3mRW5WhBN_44mq0bV6nWgz56nmMLV89Y6T3d3hyrW83HDP341CBLhW7djp1F5ZJ501W3yP-CB3Ygh2_W6653654QqlQQW5fwWsn5kWP96W727QQ48jlBGgN1BTW0JGthVvW4Zw8778LrMrvW32d5fQ4gRsd0W8fLbJl39LyFKW3mMgBQ17ycf8W984wN64VP11SW6B6Gnx1sRZlhW1wG8ft7ntsQlW5QNCkV46DwG0W5fFsWY3y7wlSVWyrdM92jXbvW1M2rJ72fQ-YYW3262Yg6rwWwVW61kGYY5mV9g2N2-_TKTBnx5tf1lD6Dv04 )
Voices in favor of a freer market have come out on top thus far, but it appears that those clamoring for a more strident tack contra Chinese AI labs are far from dead; this argument is not over.
Read on Cautious Optimism (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZH3gP0xW7lCdLW6lZ3mRW5WhBN_44mq0bV6nWgz56nmMLV89Y6T3d3hyrW83HDP341CBLhW7djp1F5ZJ501W3yP-CB3Ygh2_W6653654QqlQQW5fwWsn5kWP96W727QQ48jlBGgN1BTW0JGthVvW4Zw8778LrMrvW32d5fQ4gRsd0W8fLbJl39LyFKW3mMgBQ17ycf8W984wN64VP11SW6B6Gnx1sRZlhW1wG8ft7ntsQlW5QNCkV46DwG0W5fFsWY3y7wlSVWyrdM92jXbvW1M2rJ72fQ-YYW3262Yg6rwWwVW61kGYY5mV9g2N2-_TKTBnx5tf1lD6Dv04 )
AGENT
When do AI agents need permission boundaries? (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZH3gP0xW7lCdLW6lZ3mqN52Q7XsFY8sNW3cnr8C7ClCC4W52FRyj87lclSW5nGT-T8Z1DmpW12sSWW2bhQXnW6jhBCG8hJyZyV-T-wq6j9CNXW7pjVh_3Y7fw3W2nf8Kv9fDBhzW3SM-Qg45s0TNW20pJJz9bnCZyW7wR45D7Lm-hcW4K_rLr5hsyNNW3NT1nd8qPLQ3W5641--8GVZmFW1NlWwD8hwSfSVKTKTy3SBWM7W8zQ9JN1rYQ7FW4FL_Np6fmHlfW9cqCzb7hpzHJW3CQVsX4sxkscW9lSQqW82BVJQW5gkSMD4zg7m-N2YYVm8zk-G9f68NzSY04 )
Tool access is production access. Learn how to secure AI agents with deterministic policies, schemas, and human approval gates.
Read the article (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZH3gP0xW7lCdLW6lZ3mqN52Q7XsFY8sNW3cnr8C7ClCC4W52FRyj87lclSW5nGT-T8Z1DmpW12sSWW2bhQXnW6jhBCG8hJyZyV-T-wq6j9CNXW7pjVh_3Y7fw3W2nf8Kv9fDBhzW3SM-Qg45s0TNW20pJJz9bnCZyW7wR45D7Lm-hcW4K_rLr5hsyNNW3NT1nd8qPLQ3W5641--8GVZmFW1NlWwD8hwSfSVKTKTy3SBWM7W8zQ9JN1rYQ7FW4FL_Np6fmHlfW9cqCzb7hpzHJW3CQVsX4sxkscW9lSQqW82BVJQW5gkSMD4zg7m-N2YYVm8zk-G9f68NzSY04 )
LOOK
Designing APIs for agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZn3gP0xW6N1vHY6lZ3mhW1H3S_92SdY3_W7RhRW_5nbj7lW1ZPd1C4LpmwNW5wTmZJ1jrZP_VNk0F89fNy3MW4zmNN257_N5xW1SqL3Z1x8LcxW2XbPtK26G_Z3W3H2w0x22DpwWW6NFx9l1HzFccW87zJ342xKvHbW3bMxN43YHW7gW8Vtc-g60_Wj2VgBbsd2wr9VNN1qdk6mSbqKTW8G1TrM3l79kQW1zTLY05m25YZW4Zzb0g68QwFjW5JY0F-99S65rW1CvCq-7bD_lVN20vt_b6PpbcVY1BfD170Wzcf99hqxM04 )
Learn how Webflow redesigned its APIs for AI agents, moving from endpoint wrapping to intent-driven Model Context Protocol design.
Take a look (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MX50Wd2SLSZW4_QC0G4Q_8xMW1MKd8X5SmQ1-N6WXHZn3gP0xW6N1vHY6lZ3mhW1H3S_92SdY3_W7RhRW_5nbj7lW1ZPd1C4LpmwNW5wTmZJ1jrZP_VNk0F89fNy3MW4zmNN257_N5xW1SqL3Z1x8LcxW2XbPtK26G_Z3W3H2w0x22DpwWW6NFx9l1HzFccW87zJ342xKvHbW3bMxN43YHW7gW8Vtc-g60_Wj2VgBbsd2wr9VNN1qdk6mSbqKTW8G1TrM3l79kQW1zTLY05m25YZW4Zzb0g68QwFjW5JY0F-99S65rW1CvCq-7bD_lVN20vt_b6PpbcVY1BfD170Wzcf99hqxM04 )
How did we do today?
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Not loving everything we send? You can update your preferences (https://info.thenewstack.io/hs/preferences-center/en/page?data=W2nXS-N30h-GNW3d7bZy38f7CkW2-krwd2RwRbJW3bdwDb21sb6qW36F2HC3GWsDxW2vQt183ZwBXCW3VwCWz4rFw7DW3g7Z3v2MvbT1W4tnDLN2ThygxW47nQNk2WrkCCW3XyYlY367TbgW4mFtwd43rDBfW3ZM-f-3X-S3JW47PsxT36zR83W3JQF242CYMF6W2WdWTs2YfvxBW4cMNRL38tCqnW43RsL736693cW2KD3Kd3K989fW2-p-9r32xd87W4r7Sbl49lsrXW3y-P_13jvQxbW4cwRX_4cKK2LW3DTx4T1ZbQh0W3ZHjcW2FXj7vW3Y2-7N2MLymTW43qS-t4fMXg9W385-4h30K2rqW3JKb_Z1LwnKzW21jdyX2y4D2SW2w5dB-3P2wf_W49l3c-3XLTXRW2qLCKp3bc_ZhW4tvTfC2v-7_QW1Z8LqM3JQC75W3ZGXBW1_5-PhW1SjpMG1VzQtWW1SyNtr43qTMWW21cFVL3VwFd4W2xB4723R2MdbW3VY_053ZY-JlW2qPFs947y4_4W2MSfTl1S4l8yW3NTxnw1QfNsvW2qXcWS32F7n7W2Wq1rQ3_rfqrW30Fh_h239mDWW47mwDv1Nylq4W2KB0bh47kSy9W2RzPdt3H5JVfW1QxgLp1QwrZyW1Lq2Yg2KGv4fW2Hy7412w5J0wW4kkFlj3GSs2kW23fVNB2YJDK4W2p03L23j9S3zW2vLK6H47R6f5W49l2N63C7kK1W4kfvGl47LyXTW2HWfYh3S-l6D0&_hsenc=p2ANqtz--VuxIUaUC3sLT63yeQM2n2yRJjOidQAOb0xhh53TuLmox6nengGPPReuov5xrB8KI4hNs9mXQmISA1R_XCtxUYqLaHIA&_hsmi=431843405 ) or unsubscribe (https://info.thenewstack.io/hs/preferences-center/en/direct?data=W2nXS-N30h-GNW3d7bZy38f7CkW2-krwd2RwRbJW3bdwDb21sb6qW36F2HC3GWsDxW2vQt183ZwBXCW3VwCWz4rFw7DW3g7Z3v2MvbT1W4tnDLN2ThygxW47nQNk2WrkCCW3XyYlY367TbgW4mFtwd43rDBfW3ZM-f-3X-S3JW47PsxT36zR83W3JQF242CYMF6W2WdWTs2YfvxBW4cMNRL38tCqnW43RsL736693cW2KD3Kd3K989fW2-p-9r32xd87W4r7Sbl49lsrXW3y-P_13jvQxbW4cwRX_4cKK2LW3DTx4T1ZbQh0W3ZHjcW2FXj7vW3Y2-7N2MLymTW43qS-t4fMXg9W385-4h30K2rqW3JKb_Z1LwnKzW21jdyX2y4D2SW2w5dB-3P2wf_W49l3c-3XLTXRW2qLCKp3bc_ZhW4tvTfC2v-7_QW1Z8LqM3JQC75W3ZGXBW1_5-PhW1SjpMG1VzQtWW1SyNtr43qTMWW21cFVL3VwFd4W2xB4723R2MdbW3VY_053ZY-JlW2qPFs947y4_4W2MSfTl1S4l8yW3NTxnw1QfNsvW2qXcWS32F7n7W2Wq1rQ3_rfqrW30Fh_h239mDWW47mwDv1Nylq4W2KB0bh47kSy9W2RzPdt3H5JVfW1QxgLp1QwrZyW1Lq2Yg2KGv4fW2Hy7412w5J0wW4kkFlj3GSs2kW23fVNB2YJDK4W2p03L23j9S3zW2vLK6H47R6f5W49l2N63C7kK1W4kfvGl47LyXTW2HWfYh3S-l6D0&_hsenc=p2ANqtz--VuxIUaUC3sLT63yeQM2n2yRJjOidQAOb0xhh53TuLmox6nengGPPReuov5xrB8KI4hNs9mXQmISA1R_XCtxUYqLaHIA&_hsmi=431843405 ) from all email communications.
Warning
Almost all the messages that arrive here are garbage! Resist the urge to click on any unexpected or questionable links.
It may happen that e-mail will claim to come from liamon.com, perhaps from some administrative role or process. There are no users with liamon.com addresses that should be sending anyone e-mail. There are no accounts to expire. There are no passwords to leak. These are certainly garbage messages. These are certainly phishing attempts in some messages.
Absolutely ignore those links!