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From: newsletters@...
To: [email protected]
Date: Wed, 15 Jul 2026 06:01:10 GMT
Subject: OpenAI's Codex just hit 8 million users
To: [email protected]
Date: Wed, 15 Jul 2026 06:01:10 GMT
Subject: OpenAI's Codex just hit 8 million users
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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">July 15, 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">OpenAI's Codex just hit 8 million users</h2> <div class="toc-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">OpenAI launched <a class="local-link" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyC3qgz0W7Y8-PT6lZ3kFN58kT_ns8B3-W5fQbSV1v0dw0W25Rqgm4qxgSTW2fGzwh3w4X6pW3x19St5xB7ZTW26ZTGr97F51wW7Fvbyp1vZrcGW5zyFyL7Q4Mt8W3nTYdq2v8bnFW44WB6H86RRp4W502tSs41hqD1W5tKJ-z3YB2pFW16yKKk8mPQ0TW2JcwrC4xyYqzW6fn-lK73H7YqW3LfX3K8XB3tVW4MFh1F5H43yBVwklX67Sqt_tW8LgFMv5Cn5FGW3C_p576ZLjJGV2r5cl4rg3zDW2Tv7Gc7Nh1FcW4XQMR67vsznzW5Dz1X538JGjcV-vQD88QJbkHW9gqNKH5BZwMkf578cBv04" 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="XlUzaTDq" target="_blank">GPT-5.6</a> last week and folded Codex into a unified ChatGPT desktop app. Since then, the company has been running flat out, writes TNS contributor Amanda Caswell.</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 the early hours of Tuesday morning, Tibo Sottiaux, engineering lead for Codex at OpenAI, mused on X that combined active users of Codex and ChatGPT Work might hit 8 million.</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">At 3:34 p.m. Eastern on Tuesday, Sottiaux posted to X, “Hello. We have reached 8M active users across Codex and ChatGPT Work.” He also noted that OpenAI was resetting usage limits for all users.</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 trajectory has been impressive, especially as the use of Anthropic Claude has grown so much in 2026. Codex had fewer than 1 million weekly active users in February but hit 5 million by early June. Then GPT-5.6 launched on July 9, and the numbers accelerated sharply — 6 million by July 12, 7 million roughly 24 hours later, and 8 million by Sunday.</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">That’s a growth curve most enterprise SaaS products never see in a lifetime, let alone in five months.</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></span><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyC3qgz0W7Y8-PT6lZ3m6W3968tS5lXGXWW3yj-nb4mZnDrW5MvRz93MTXj_W3x2DvT9kWQZSW4mXsf_3GDvqjW1xnxPp3x2nR4N4Zk0vd3QPVpW49Y-j12Db5LkW2ZSKFc5y1KfdN5xM01fTMv_KW5KrM4l21-6x3W2fQGb_306391W2LXfsl7p0pSRW6Z-dcb6mY5PBVbms4W2gvJ2FW3gbk378mNT59VJKZT82rSPCgW13lgJ63fF4n5W5Sj90-6-bd41W4sDMDL8S3ffxW6kQ4474rKlRQW5FJRPG69BGbjW4tPpgC7zZ3sfW2M7nBg8mhz3_V9t3JN2h_MrqW3CG0qV5kFXtCf4TYG6004" target="_blank" rel="noopener noreferrer" 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="JDhYKw0B">OpenAI hits 8 million Codex users — what developers need to know</a></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">▹ </span><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyC3qgz0W7Y8-PT6lZ3mtW4Jyq5p706xXhVs4mLG8y4Y1wW5L6Fnj1CJvdVW8T0bQh8NlCMnW5Kbx-02nNX7wVsN5l762mrDcW85fWC55mVd4cW3Wm2H89l8khTW4kdNr287t8fqW1G8yNV2THkPFF4Vg4RsCg2pW14X_tc8wzRsfW1mBqy-9h3NsHW3cXKxc7BZrFgW6kG38q78ZsVxW5SK1NY4yGzQSN47RsT68zn0VW1ynYZs4DqVydW6l5DLZ2vQH-jW3h_37x3fC_FnW4Q53GQ6HkHSzW7byj_M34NRhqW9cWSJy1l_KLYN1nFwF6Xq_45W34Q3wZ6Q6GRlW2V-LJC4YSM7Xf2NS4rg04" target="_blank" rel="noopener noreferrer" 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="vvnR+9wo">“We did not adapt and move quickly enough”: What IBM’s earnings miss says about enterprise AI spending</a></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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyC3qgz0W7Y8-PT6lZ3lFV7QZWL21L0mlVrDFp54QMz5TW1PbcH95BXwvhW8qy0N_89mJGjW6FcLgL9dDKb4W41zH4v7X-pHMW6dxFbS22RgGVW3-3Myw3BnBjsN8Fq4drl28JyW57sLpG8Pv4yXV3kxnH4fL43BW64Cfgf5rKq_-W4jlLht5jK19DW4MQ7gY760TQQW1017DW6S74c5W61Mh9C2HH6PjW5MQHRt8vd2YzW15bX2j6mp_jCW5-_YrR1ntdtKW6Z8_Ht70xq9FW7Sf6W73kB--dN2wYPvX5Fw7wW1wppr04ryNyLMyQMV2H9_CjW4J8b0z6F9frQW5hDXhb6G_lzLf61zJ2004" target="_blank" rel="noopener noreferrer" 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="EqBUfyRN">AWS will now watch Microsoft’s cloud for you </a></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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyW3qgz0W8wLKSR6lZ3npW21NZfJ30rLRzW1cqwT53kk9nhN94hYjtp7t80W7M8-D71jpH71W6K9gdB286T6cW9ghNJP6hj9QTW3JGbq64L__z1W2crvbQ2HWkY5W8Nj05X5VmBlXW6-NMJn6YXWw4W2K-lvn2XXx-fW7Ln-Yg95VKHpW4Fnpdp1SYD1rW92-CKD3pNG4XW2hzg-D1c7JWGW37NmBH664QhdW91dQ6x7dfWmVW8m4WLy5NVnZMW6sZVzw4YFq0bW6k0FbD88G_cSN6rDH0n9Gh4DW11G_wm5Sv4YQW7ZcXPm4cgR-DW5nbp-N6CPGnNW4QkW1t7dK-jRW3fyC7H4Yw6kfN4xK2nYfgTGJW3fBgYb47jh2yf34Mn5204" target="_blank" rel="noopener noreferrer" 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="ImoMAkeo">Open-source AI is just “4 months behind” closed frontier models — and 10x cheaper</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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyC3qgz0W7Y8-PT6lZ3lRN94RPMnK9sFrW2d4kzp80jpvQN8RWKT1XW1xVW7Tln_47JdNDGW5XbWLv5G_kLQW3vcBBl8qj07tW3D23sr3zK7nbW8df2yR6c9HQwW4ztXsW22Lx3LW3LcvmN2tHCsBW9gV10q4P-lfHW78kDgn3L3KfcVlh8541KlyhVVMPWMb3C4KFzW6pS5Gf5CQmH7N8x1Mvh775xyVY70H67J-8J4W1cb4gL8dltRbW8QSqsD26vSPjW94s7FY2NGZ0rW5ykj5j99RJtkVHzmTm4M0s3XW75txfN1r4VhsW2KlWDm59pv27W4QqY7m2bBv2hW812RMf8Y-g32f6xpDKC04" 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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflx65g8t6W50kH_H6lZ3pfW7DjGwV1Jw17bN3wpGnWsM7VjW8s5mZT3VsJQGW5nTgM471NXD3W5dVyHY4N2MWLW1VbtsQ6QMmfFW62PxX53GnW1xW5Gl95C1BlYWjW160XYf5sJq9_W2PVTvN5dd9c8W5w3QmR2sl-BFW5FMY9t30Xpx5VQlmT_7nv7_3W7941zv8pcl6NW1DzBt-8d5rwxW40pGZg7M0SWJW4-nCW-61clqhW1d5vMj30pygyW5x2k6_18c2vrW6HZPq94_YWvcW8P1vt52bWwXnN4NCRdg9Jx79W4wKXNt31kSPfW66Ltx57HR65WVRD9tx3LfjFvW1XLpWn16Mx7fW6pJ2wV5ncH6FW493Brz5BxyXtW4kRpL97xDtrdVYXCgg3X4_dLW4xyF0m54SrxwW28KcT_2pH44gf8dgPz-04" 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="vPZ+eUSp" target="_blank"> <img class="sponsor-banner" src="https://cdn.thenewstack.io/media/2026/07/deb5f154-sumologic_webinar_23jul26_learn01_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"> More alerts, less visibility. Sound familiar? </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">SecOps teams are stuck in an alert-fatigue loop: more rules generate more alerts, more alerts overwhelm analysts, and overwhelmed analysts miss what actually matters. <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflx65g8t6W50kH_H6lZ3pjW4mzXD53RlczCW6fmYfq5_8cb3W40Sgk33c172yW4cpWP565C7WfW2w6LmX4vcxJzN41ScglqYqw0W61Kg4B1t9lxkVS5wW-7PqqRmW5M1-c86N21nZV1fpHs7G7MxjW4H5MQg8rcFSxW1g88r78hSrgnW87rpT34SCYSqW3cGY9n3FFSvdVsJ2768cqTdkW3B5x7X80D1B_W6pkhkX5sltQ0W7MF5lS4Lr7jJW5pCqVY8PP50XW90x-7d53kTrkW8wPTGq4W0m-0W2fwBkk63McrcW6wdpD47qSFVpW8ss7r483qX8KN7fdhGsWB-DqW1tSXT8299Qg8W8TcHpX4VS0JCW90YMNG5c5GlTW7Zjhn53Jdy28W5PwWpJ7HNsH7N712HDLVBQX-W8X75XK80dM4qf75qFw604" 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="WySt6CGm" target="_blank">Join us live on July 23rd</a> for a practical framework to break that cycle and get AI working for your detection strategy, not against it.</p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflx65g8t6W50kH_H6lZ3l8W6TzHHN33DqbqW3_hZkP2TPNyGW9kR5xp3xx3JFW53FDt38T1gqQW286Vck2RT2lCW25gpSD7C9CZ3VylQFn4MKp14W1V-Q5p2BY8wbW2KP3FD1NNSd9Vp54Mx4Tv7kCW4ngTSk2Btk4kW1KXWTx2GJwlYW8hwHSZ12RwY4W7LvFlV2Z91LtW2-0WsQ5hgFrCVjHbDr6HSWBGW1qJLKh8RGx_yW8DFMJM4D_0yNW8W-sS642kpmkW4M1FLW1JNznJW6CwxbN80q5d9W5GMy923pJlkwW7jG1Jy24kbB3W8JY31l3yB4M3W92xHWx37nkgLW88B5Sl66r9crW6ky3Ln5xksyDVGq2_31QT7LRW2926HF8k-yL7W13JRsC54SWZsW7llrmW5-L0sFW3-WLt74hVzyKd838DF04" 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="BeICeB2j" target="_blank">Register now</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">AWS will now watch Microsoft's cloud for you </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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyC3qgz0W7Y8-PT6lZ3mdW8s9V_389cDxfN2rX5dSnf9S-W2fPl8z5FWnVSF1b9PGc_6dMW9fN3B693pPSJW8st9Vg279MQJW4BwXlY11tT0SVG7Lby5S-BfqV3SzTD32cz1yW98-nMN23LXFBW7jh97V5Cd56GW5khx9h5l3x10W1bzxZP8NyTyJW91k0RG4HJv3RW5CsZlM7PfLCWW7Z5j9t4tFM3CW701n8s3TykFdW4B_rQ01sgtFxW8lC-mH5KL6k8W4zf3z93mszjgW4X9ZCR1wkMmYW6C6DxJ64Ly2YVyyVw88DnWDcW9bFCyN55qM45W53Yc8S6-WtwvW7DP1zR1h1L5pf1566G604" 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="8w+eHBaZ" target="_blank">Frederic Lardinois</a></p> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyC3qgz0W7Y8-PT6lZ3nNW8dJbGF5wHcJ1W5n58_M4sfrFpW46-8Kj2VkfjCVQcWJv2DsCQ0N3xxCpPCmQ4WW1gR24b6KyXVfW5lvCq17YZ6M3W1DPfmC3V00fwW8nfZ-g3v1LwRN6VvLx7pqbrdW7SF1H59clChcW4zgnSw5_w2VFW5l8dMR5MlppmW7T6cc012dLxHW3qdM1J285jB0Vbb5m48gp-LGW61y3Q38p8LLWW4pQrx458XJgvW4kKgc_7VFyY4V1_CCS4lQn-TW2Yfxn898vCvmW6mzch56G--sXW3DbzKq6Hd9GyW1cpBMq1jTGFtVBkkdq1lZyDkW8lxQs_6Nc6tvd4LH4W04" 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="Igto69WX" target="_blank"> <img class="hero" src="https://cdn.thenewstack.io/media/2026/06/ca4fa64d-mvimg_20171129_165124-1024x768.jpg" width="524" alt="Featured image for: AWS will now watch Microsoft’s cloud for you " 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"> AWS Security Hub now monitors Microsoft Azure resources and adds AI workload protection, taking on Microsoft Defender and Wiz in multicloud security. </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"> On Tuesday, AWS announced an expansion to Security Hub, its security operations service, to also monitor Microsoft Azure resources, in addition to more tools for protecting AI workloads.... </p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyC3qgz0W7Y8-PT6lZ3lKN1679BxlHcr5VZ3v6Q4Z3bLdW8J09MY6C4KndW1Nt9QX66LdgZW4w-nhd8ymLl7W1mdt862MRXRrW11Y_rW6xNkMrW6QXRrm1N-VKwW60Kjxq6nV9VHW1xvGKk47cvB1W27stJv7QsK08W11yBXY8j88PCW4Kmp_855k_vRW2Q5k0b8Q4CxqW3kMzDQ5twQM4W2nXM487j-tD2W5P6Hrj5BQBrjW6GZJ9B5BC4VSW91JFFq7N3yGsW5XbVV62-xg1DW2-mY6L6SML5RW7Ft1t73QJyZ2N2tkYfGzZZ18W60CsGk8HqYnNW1CHdn52FkdvBW8sPQ718FLqWYf7tVvbH04" 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="2QO+xasA" 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">CHAOS</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 Infrastructure</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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyC3qgz0W7Y8-PT6lZ3n1W5LfBnv4d_zDWVgj30Q5WvvdHN713DXYRYf-GW8DncJK6L3fgwW19zxBP4vJkDTW67ZJ105bWH6RW8B6vR57RLPS2W6M90Ny1JQl8kN4Rxj0HFdXsdW47zLXg3rRHtxW8gdYKC72JT8ZW6z0rhz8j6w4nW1VYB1w8jB3T4W2pkZYS74cdMlW3XlNf94Tk9QTW4m5PmG4WCb8nW774T1q5jT6HmW6BVkzZ8t91TcW5Kf_pD6-pJYPW5l6lwM1lpM6lW1S4_JT4tQwPXW4cVg5t6T6736W8Ms28p78rD99W88R4Zc2Sbnh0W6kcdL35T3h5SW4Jk0Hd56DYvJf4c0k0R04" data-hs-link-id="1" data-hs-link-id-v2="o02flwSj" target="_blank">"We did not adapt and move quickly enough": What IBM's earnings miss says about enterprise AI spending</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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyC3qgz0W7Y8-PT6lZ3pQW6P5wMh4PkdZdW2Nv8zq5vq5Q_W1bf4-26-rdLpW5HSbg896f6_mV-FJGV7J34jrW8RdLnZ3mYk0DW7yn3Vx7H2_yrW2H9PkB8JT3fQW5w1xV14J39TmW10ZNLw4mz2RGW4lF8Yb8M8g6qW5c1MkD7yK0X8W6nNt1s4Hrv6cW50vKBw7K8y46W6QMwdQ4cXqyPW7Fy1Nc3Hh7GQW4_kKXQ97rwNXMczRQ798m86W5Zw6R738t1RMW3lkVS-1LV-FjMs-HsvnmhLrVL4lyL3D3QN4W1VXqbr3hcThVVVdjv-7-wRjHW7VKVjj1qtvNRW8yJNsr6KrFn9f6zBYRM04" data-hs-link-id="0" data-hs-link-id-v2="Tvw/EZk7" 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">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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyC3qgz0W7Y8-PT6lZ3mNW41B29_5byxC7W31_bGT13tJVfW92_bH658tZz4W85k-214PHk8qW8GtRyS81S41CW45vjR23pD8yNW8nx28c4LyrcQW2XMJJk3GFXk6W2LZBrW6WY9HKW4TplJT1QHLMnN5QWqTB7YlCqN874KjgPYbJdW9grxdm64ldn2W5KDF6v3xDLqgW8sq2zr6Qx9q8W416b6F2CCSCkN7hh6wgLNn8PW1qWXxC92SbK_W2L2SyZ8KrWVfW84CKVR5Wbq3JV49MJ72yMCdWW1bH30G6Vsfd9W4J_PmJ8JVY31W9blXj51PgzZ8W7n4JVC5W2X0xW1j4g705zwfdWdCzztY04" data-hs-link-id="1" data-hs-link-id-v2="dMT918dR" target="_blank">OpenAI hits 8 million Codex users — what developers need to know</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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyC3qgz0W7Y8-PT6lZ3lPW2BXW9L7YCL32W6y2Zn86wLDZ6W2_XXBd81vPkJW6VF1kx5wdvr2W32vxqV8Z3gyNN4PS8y2J6fNcW6KP7FY7DmCcjW95p4rK129d73W7vqxjk53ksd_W66Fh704cnhHBVF-grt8wBBW2W6l0Lfp4L1ZQ6W9cjyjB8KjJGqN97ywVC9qHlPVCRb3c40vM3FW6RslPZ2YTTCdW4Q-T4N8ckdzSW9fL_sy1GRkyVW8kV-Xb5pch1VN88Fx3hGmF2kW1WHzLZ1-q0c4W6gvg6S1lwT-jW68RKcV2VTx02N2ThR8Dsc1V1W4ss18M96Bl47W1q6Mqh4CGbmCf51Dn-W04" 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--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">EVENT</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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyC3qgz0W7Y8-PT6lZ3krW4B-QQ47ty4-3W62LCT31HxDFQW2YHNyN1N0sL4W9g-gKJ1R-34GW6NS_lT4sLS5gN34cmp2t0LJ_W1LbYTY6BpwsSW5WtXGs3f-39xVhsM7r7TGcwRW8zBQBg3C5hvLW6pyHXf5cRBzkW5KSpzx7WrKPwW2sRSWB3GbpfYW7ykjw777Z5jgW5S3nc-3Tj2D2W27BvDJ15CjxVW4m7dpj22sDgqW3XyCsb7GyDm3W1MzMm55YxxqcW5QVPdZ68yXLFVy2n_413-gb4W61__3b6S_q10W439F8f4KRCt8W8fDVG87kmd9NW4S-N1F4y-Y5CW7fyyFB81VL-6dsJ4Gq04" data-hs-link-id="0" data-hs-link-id-v2="Lh/SPXWZ" target="_blank">What happens when your VPN meets 200 AI agents</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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyC3qgz0W7Y8-PT6lZ3njW3Z6hmh7BQCHXW4J7Dvr5XWLBcVc8z7H35hv9MW4wCRL248DnBvW6sp0fb51jGnXW7JZf1V26hN4WW6KN1r41RqLWPW8bY4cT3sLJvyW720zW52RpJCpN1L72tqXGXvrW89N7pR6fDXHKW2f47lR6tMCdzW4Ly7_P34qvgnW29FpSb4P9L3MN1fGdCwq8gc0W7f7wKR4SWDxVW20GZdS1PF5FXN2_NQQXJh4DqW9ldJK642QqK4W3Z8mnM2HM7B_W95rht61hZlbyMZQgZLq-h_ZW5gf3864p-NwyW1H2dZC21616mW3GMxwm8bNWM3W6lJLVy42KQdWf67llMM04" data-hs-link-id="0" data-hs-link-id-v2="ODKWwpE1" target="_blank"> Alex Wilhelm </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">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 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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyC3qgz0W7Y8-PT6lZ3lvW24lmTK6TBmbYW7ZXBL03nKRP6W8tFZ601mXBjHW4MWtzD1NvC1CW4z84hj44zd7gV5dklN7Xy2fCW6CF25g5zVFtkW7CR_9s3B0ZsXN6KLwjMjmdBTW6dVVXW3WxTVpW6nw6kx6m4mqrW5z2Y8-60WfymW1yMq1D1HcyFmW6ppzKD55mbJ6W1Wd6rT8wjbNxW1q_pD16b77_pW6PGf4c29rH7kW1b-Wtb1f5fB9W31F3zq10csR6W3Dy33X47pJL_W7dcDg73LVx6KW2mnPYP1pBQVRW6Yn-r06zXljtV4dGlQ8g2Rc4W846wpj56cGbXW1t0yLq5lXbZZf5F_VN604" data-hs-link-id="0" data-hs-link-id-v2="eqfnbT+O" target="_blank">The enterprise strikes back: Keep your data, ditch the AI bill.</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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyC3qgz0W7Y8-PT6lZ3lyW7GP_kw5X2Ml9W2HhkLw7cVkcWW7wz9538__btNW5XSjz-4808pDW8rz6Gy55HWBjW2CyhFC3KSYT8W2S4_xF2-PyBDW4mvq2B1fT1L9W8pNskV7VwKDYW5tSJPL522BhbW8vXRMF1YrfCyW75BmcR4Xrp7YW5YFZpm6_ZDwwW27GlzM5NpZqtW2ZlK4W6QC-nmW2NNr7h3fqX8GW6gxfnM1FHck2N1DckPgRL88cVc3rNL4nQR_QW7Qg7KS6wCp8KW8nGQT83VsPr1W5pSBFt7J2_VqW1HbSXl5NybcZW6QMK2F58VGmQW4-K7rh4CQtsGW1fPNM_8kF4Dvf7np5bs04" data-hs-link-id="1" data-hs-link-id-v2="Eqp6dm5T" target="_blank"> Alex Wilhelm </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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyW3qgz0W8wLKSR6lZ3mjN5wrJGmv7rMRW3jRDD96V4x4dW4cjvJ653WzztW6H4LKR9fPZ5bW4HvlJ56lSl1MW8JQbXr2jxLxmW15PJMb2LqxsWW2qr_yW3Q9zrnW1FkB0S2SJtzmM_x_-dyjsMCMp6ZFxZwfXWVg-LZh3TvxnkW5DWz3V5r360_W9bGnQM2fVK0rW7p4M6k7Ll28SVDT87s5VdRt2W4rg7YC9cKbXZW3wH7CQ3TqTjVW47QLxV3F8WvkW7zGVnh7sY8XZW3-Mpth6Hy_xXW5VXWdd6tdky7N5cRLJx6_YkdW19C_FM3pbdFfW3KrtnF3fPb9MW1F-W1R4rxRwsVdvFNB80N3GRW5WXJKs9b19h0f3ZQtZF04" data-hs-link-id="1" data-hs-link-id-v2="FFosL0fR" target="_blank">Open-source AI is just "4 months behind" closed frontier models — and 10x cheaper</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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyC3qgz0W7Y8-PT6lZ3psW1W91BN6WYRnrW1lzHyS3lVsSTN7Lg5f2JR-gpW4QkwwC3JmTZ_W6cX1sL5cZ8xPW1dWPH23vsYC0Vpq-B36PWz65W52JxZZ2kGnr_W57yq4v55xdM5Vj5kZH63M7B2W79yqWz6QJfVPW7w-0PY34th1FW7hcnXn1bPmmkW5507R94B9xJ9N8ztKLPtDxRfW4tZ6Zj4MMMqdVXtKLD97kd4PMk47YFmhBNgW1nw1f61H1kb7W75WZz28rwD8kW5BmGnx4s_xy_W30xXWD6-MFfmW5mbZMn2Z6KKXW7Jnvb_9df6z-W2Cqp3K6t948nW2RD3jp44lkFTf5jGqFn04" data-hs-link-id="0" data-hs-link-id-v2="qXcC9LlC" target="_blank"> Adrian Bridgwater </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/2020/08/[email protected]" 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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflyj3hCZYW7lCdLW6lZ3lxW1tGdv47l13SNW7hFKMj5YnSGcW1wQQNQ91n-XyV1bkpQ8LBb2WW3_CG2S4P7cSvW7WSNxR11GmTXW1_9LTw3lcBDRN2CgSbhdvbqPW36GCbl9bJCpXW7z6mdJ3SmsB_W2yq3hl3gxxPgV8WD9Z4ZB0lGVGqm9L3WwnCxVXbHWM4ZhglpW8rsKyQ3trbs1W3sWZS499WZ7BW7RtKwF7kRZFDW4Thb0j1BF4rhVXFvwd8tJHKlW8G_rBh1L7zPYW30Vzrq4Kd5nTW3lgl0W5Vy-5_W5NH26g9fmq3gW7nWp7C4b1g4vf7VWyYj04" 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="+665HIva" target="_blank"> <img class="sponsor-banner" src="https://cdn.thenewstack.io/media/2026/07/9efd4ca1-getty-images-itaxr436zou-unsplash.jpg" 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"> The impressive AI demo is dead. Here’s what actually reaches production </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">AI projects often stall after the demo phase. Learn why real-time data infrastructure is critical for scaling AI models to production.</p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflyj3hCZYW7lCdLW6lZ3m2W2HR2KJ1c-Bs9V4bjJb8YC0BGN63RbdyrnpDtW1x965h19-nsKW1bp6LK7KDx2HW4ZZc1y7P0QMdW4BB68F8f7R_YW2Vrcmk5SNdYxN6gbVbTCpzrbW3WJv5J7H114nW5zvGpf4hqDzmW8p7hD330F4d1W7JkbGF3JCz2_W73z8Tb2mvlrDW2B61MC85_hK1W8__30P6bCcdCVT2gL38p5_jmW7vcnY44TlJtjW4C55lw84Q7rYVFDqV35CZp5GW2MYPT55zSH2zW85f8Tw96z2FkW8Lgr0N6jlfCHW61jDxQ74c5d3f7XqCC004" 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="1" data-hs-link-id-v2="q73Ty2+u" target="_blank">Read more</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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflzb3hCZYW95jsWP6lZ3lpW3gDbbK74qGLdW6Fm1ky6R9W6yW6yLZ328kBq3rN5f3NwQ1kp3MW5fRRKf5wBWr8W91WX0d2XByjkN3TRmDgjYbxfW2qdKfn1f6gYwW1lSY8J3t0v8tVGycLj52x9y-W6gGn8r28GdbSW4ZRfpl4YKCGCW4FPDTm3Q1p5RW29-97596wdQPW4ZRZSL2svFDLW2dqzfC3KSlvbW4ZZSng8dqWz7W6Nyv3539D_9XW798Mt-8tCRzBW2VLnwn94q-NPW8MJL6t1YJ75_W6cLVN52gyxdxW2DHTnn4q-N96VLnyMj4spgqPW7LPVYN1yV7cXW130HFF3LpMtDW9m3mQ-95nG7RN2tQCrTh3JzQW5Bp5sT5tzgnvW6zMCcC3frGKzf3xH9sR04" data-hs-link-id="0" data-hs-link-id-v2="S5+ArmmT" target="_blank"> The new enterprise mantra </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"> As the AI cost crisis begins to fade from the forefront, a related fear is rearing its head: The need to protect enterprise data from AI labs. As with cost, concerns about data are nothing new. But as the AI industry matures, enterprises are growing apprehensive. </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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflzb3hCZYW95jsWP6lZ3mXW50LJYs968LLPMNt0Rl7ckqZW6k3RWt1xz3TFW2mG-954NV8wrW4pHnDv3d921bW5v9MBQ6n6gQTW6gmY9D52Y9X8N3x1Ssn62j1TW3367D_6dlg0HW89HlYD15yhdXW7NdY5J24v9-_W6Xnl5J26qhfjN95csDJfgZX-W454VnV6rC5h7W7QY77n6LDgxpW8X0P6r7YTqp1W4g5JzP2B4lLCW3Fp9Yt2z0L56W7jSHJp8xMKlJW6RCw_D8GbYZ7W647jwn4cYdVJW3b5QjQ5jVwmzMWHVjSfXW3CN6tYz12wgFR7W2v6l0w144B-QW3hTF_G82hGtmW3z5Lml865J6YW6Y13rc2bwBM4W318GxC1rJlvsN37Qymc9XRFLf6HNS9T04" data-hs-link-id="1" data-hs-link-id-v2="kes1IxKS" 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">EBOOK</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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflzb3hCZYW95jsWP6lZ3l2W9fBz4x2Nwm8CN1dSkh-mJ3pvW5CNYmx18jtNxW2cfcYG1ZrSc2W4_YzQ_4f_qqRW251rgf2P0ZnxW2g1Nh55KVrxkW243hjG1vGD34W5-j2C71Hk2VZM1MZmmwLhqPVqCZfq528rQrW3yvhyj5rW_PWW32_gtX7f6V7LN4JJKs43RScwW8svkqM44nfbzW11x03-3dDp3cW4BXN7W3VSgk9W5kc-KT1zZfk9W3h2XgZ7WC9HLW3rVm9d50R3B4W3-pKLx9hLxgXW2Km9FH5FRcCqW8C9XVM55_gbBW24X_9G7pqbCmW59GSQT5Z8GMJN7rvzB1gqlw1W3Chcgc8MD2GBW68K4T03wkt8SW10C8_24Fkq7PW9lLQJG4T6GcKf1Nkhdn04" data-hs-link-id="0" data-hs-link-id-v2="Xe990u8H" target="_blank"> The developer's guide to connecting CRM data, AI, and app experience at scale </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"> The promise of agentic AI is real, but the failure rate is just as high. More than 40% of agentic AI projects are expected to be canceled by 2027. This brand-new eBook is designed to help you build AI on a data foundation that actually works in production. </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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflzb3hCZYW95jsWP6lZ3mvW1HgvL719JcSrVKxSH52SkQRbW2SV3sR1gWh9yN9dqg3VRvH40W691bRJ86bLLRW5D4NZ51LdGphVfDHbN6nXmVkN26nxGhlDKBJN2CNbT7sdwD2Vx8__26hTxVRW4Pm7yp93jRC7W4Wxtxz2P8G28W6KmNrN626nHdW7CTGB76BjBkdMf4bf59yQkrV9gCKY2DlWjBW445N9h2wWn5yW1mfKdN42JTDlW7Pxwzf67660NN8ycJFYr-prWW8gpRLW7Q5pHZW5dNk3s2tCc7RW8PXQLv5w-klQW8C-Tqt3R4fMGW6KSrcx9cgTxhN2rZw2MR6lnxW6dnB0b7xJplgW61vbGJ6GNrnRW1YsKF27LpwRzW5kjl8D1s8Hq9f4cNWhg04" data-hs-link-id="1" data-hs-link-id-v2="VLKt55vO" target="_blank"> Get your free copy </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">WATCH</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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyC3hCZYW7Y8-PT6lZ3p2W2Lv0DB2Ng8fZN48H9N-LhC2gW1v1stv1Gj-45N6sY4T3XX0PDV6t6196zf0V6W40yNdL2VSB8jW5k1V498c9Mj0W4v5NNf3mSMNkW7pCGHj8Lf6_6W4CQ3fG16R_6dVpS73d5tQS56W3cP-cW3QSSPgW1XgPwm1R1Y7vW6zlHBS2wWBspM8MMK6y5MhGW8p8ltl60VNJtW2VCr1B6zDMxwW3g5V866jvlR8W72HlXG50RMMsW1_2WLL1tsQDwW60JtrX6xDM5KVN9J8f6hjYwCVFrFCg1DK0vZW7BLjgQ8lxjF8W76K3HF3rlbpPW8Dyxl34t1lBcf6YTqw604" data-hs-link-id="0" data-hs-link-id-v2="25IQAtDz" target="_blank"> Why MotherDuck refuses to fork DuckDB </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"> MotherDuck's AI lead Till Döhmen explains how the startup collaborates with DuckDB Labs, runs the world's largest DuckDB fleet, and avoids forking. </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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyC3hCZYW7Y8-PT6lZ3mfW7KFmJP2rT2WpW3QKw5F7brjNFW4jHNqF60jHFNW3hyKBJ2PCkp9W8HvVhW4vrp0dVRpD6n1J8cSMVCy3Md6JLT3MVSm-zr6HQSJrW6HTGWr1T_XSjN3bqyRhFnf1wW5HS1mv3ZfhBjW4mHT6m3Yl2J0W16HRy_6yKFVmW4s42BY32WhDxN2CBwHKGvtBsW4FCQhp2fX8VGW1SDXw256nFHyW5hgkxX5MpqxdW88mp5C3rm0ShV_yhv527SKD3W2XQfpM1J5hDXVZDR_r3d-YhFN3VSsCTSX4g8N7-Q88y-GtLmW62Mwyx6T3Bt-W87K3236FhM6gf1Q-xgR04" data-hs-link-id="1" data-hs-link-id-v2="HFs3RAhG" target="_blank"> Catch the episode </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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflx65nR3bW50kH_H6lZ3pXN5gs_Whl4HbpW6kgfHq53b7xGW2zK1ZZ4FgbYJW75nRfD1BKCV0W528XXf2TBKjxW7bPzSp8bdK-WW2jy74f8yLcynVZzBr91rkl1yW263PV_7Km9kBW8P56Xx81ggQRW93MzG43q4rbrW2r3N4W489v32W7csQyv8TL811VY-4R05GZt6bW9gFCGw1yvBg7Vr8gsk7LlkyWW572RQM1K3_3fW178tnm8K70DNN7y4TnSLYFq5W4lPp4x1bphbrW8BwJmB7702TlW3fDjNQ25DZxgN31nJWwRq6H7W6S95R_6By4XxW4hGfWt5VYRNlMVjZPrqdMmGV_k36-80rj6NW1VJq8y84k-NwN87zWkyld3zTN8_q7pJtzMjpW399wdT8cHjZ5W2w_ZRZ6r89B2f9bGLR-04" 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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflx65nR3bW50kH_H6lZ3pDW4QgSFt5_3_0kW8K25km44BYn9N6lLLbljsV_5W9fvSCm4vhW5wW4dX0t52f30y3W4j-m6_3cBtc5W4t40CB6-clggW5pQPXJ6B7sVyW3tvGBp8VRZrqW423z4W530Lj5W1tB4WZ5KBqmsW7RltcM2kqCn4W3p4Qwg7pFXNCW5kvG1B7FgjpYV1kLB-9c4B0BW30zs6S8C7L8sMSY7LD8DTwYW2KmT456jpj_RW6LDvn51kbPy4W1kYptZ5ttK8gW6RDZzm1kscjrV6lXN26G3MP0W3FXNlg42SXJvN2LghH7BFdFGW741zb544Kc9YW2Z3mfq6dL_MPW9kRt_f1vxJNXVT4c0X40VkxxW74XpB21hn76yW262Xmw6Zh70KN64d2hWCZWSJW1y1jC-1RlpCPf3BDn9F04" 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/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflx65nR3bW50kH_H6lZ3kCW2hnCMv6mfJ5tW5ZTm-Y66XfvsW2JGxhp70k2_cW12gpd66S80nfW845xfF9jnRHRN178MsD7hqnXN2lMpYFVfM47W8NccQH4bPJrBW7Jx7cP2WvVDDW5mxgY15M83ZDN4mTXGCm7CR6W3-8_Tv6tJM9pW5Pcy9N9d37lqN2SWB-Ppmh6YW55pw3y5lVdJ5W3-gCnM5b_KkdVsCf_R799g2yW8mh6SW5JYLmkW6FtnV05YqKqMW8g9NKG92DdrlW14mhHn4dPVtyW1VSfdT7FqbbwW4hs4Ts6C736MN4YSXVd28qbpW5c3y6J3-0NysW2LYm5W6lLdyBW38FwWB3s_nXTW7qsmK17bXVhwVHYL2c94rWyzW464qCj1c92ZqW44J5092CPpWkW5g339H8W3nr1f7r2CWC04" target="_blank" style="color:#1a6fa8; 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Plus: AWS will now watch Microsoft's cloud for you
View In Browser (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflxK5m_5PW69t95C6lZ3mZW43fsnS1f7HykW4qf6lL6XTk6rW7Jh_775gXS8hN1k9cXxDJpBMW2w2DP08vs3lLW1cGdYP302qxwW4-DFVq3NNQMkW3P8vpV61Q6rmW7l2-MT6hQgFDW32FJpL3QWk9QW6yBW5s8mv43rF75P8z3TQpRW7z5d564hRtY8W7_XNH_8VYG44W3-99Tw6RQYchW49P6JR8wjkKSW1k_HTr47XrfhW620yBF6FpR-JW33_wB_1PBFtyW45ldLc8h5rCVW4pn8RY6CRsX7W8CM9vC7-CfXfW42nQ9s1pdjWBN4TSG82lTJ-7N77-c1jqbs2bN1NbMGPQ46TkW2J_8x78jCngdW7J6_cJ8b9MVYN6qjFSDwZyLPW4x--s92vBZdgW1tFbSR2SCfKCW775m5p6nDNPLW13V91m5fHdpnW1ZRmsL79QrSCW6bkxK55vcjg_VHpBBM4hdTKtf6b0PdW04 )
The New Stack Logo (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rfly03prCCW6N1vHY6lZ3pZW3xB2GT92TXV5W1QthHn6wcYy-W3nRR3n6XbkFfW2P8xnd80DnbqW2nBwGp84b7stW8myG3l7RsXqxVHfC1G292jQVW3ZJrMv5N2xmrW4K_Q038MLy8KW2TbtGz20jLwlW89_ghS77t5C9VrRZ7p8CcXdXW1ynYX-6TWZSZW7HdRrR6NwBhXW7y1xk_4-kMRlW3GtvkF4Wq9HGW8N8pmG4w8TsFW8Qtn2K6nQx7SW8xG01n4-8b__W2_yc5H3DXJVnVBQ_dd21d2RRW2KNrZn7YKHT1f3Y9PS204 )
July 15, 2026
OpenAI's Codex just hit 8 million users
OpenAI launched GPT-5.6 (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflyj3prCCW7lCdLW6lZ3mhN4qDZR2nNmhCW2RvC6J38JmW8W2_Jq1z4tDH7qV50V2783JHHDW1R7vcw5wlHPKW5P_z0W2jndVRW4RWbPF2Y2hRPW1g3JdH67x7zvW2511GQ6m-3JvN29HP5_LK3gGW3bFXb87VPL8MW937wqS77vzBYW702dGf3tSbzYW712dNK421LRFW8vpSv84ghH68V-Dgyq8XYL7ZW6z80g762-k0WW5XBQv11R8c2RW32XqhK13w5K_W1Bl2Yl6ZzT0bW5H2xbP3cJXdpW2Lr-fP8MxX7vW9cjG-j5hrpQsW5yL5Ml4RsKx-f3GGL0R04 ) last week and folded Codex into a unified ChatGPT desktop app. Since then, the company has been running flat out, writes TNS contributor Amanda Caswell.
In the early hours of Tuesday morning, Tibo Sottiaux, engineering lead for Codex at OpenAI, mused on X that combined active users of Codex and ChatGPT Work might hit 8 million.
At 3:34 p.m. Eastern on Tuesday, Sottiaux posted to X, “Hello. We have reached 8M active users across Codex and ChatGPT Work.” He also noted that OpenAI was resetting usage limits for all users.
The trajectory has been impressive, especially as the use of Anthropic Claude has grown so much in 2026. Codex had fewer than 1 million weekly active users in February but hit 5 million by early June. Then GPT-5.6 launched on July 9, and the numbers accelerated sharply — 6 million by July 12, 7 million roughly 24 hours later, and 8 million by Sunday.
That’s a growth curve most enterprise SaaS products never see in a lifetime, let alone in five months.
Go deeper: OpenAI hits 8 million Codex users — what developers need to know (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflyj3prCCW7lCdLW6lZ3nwN4WVfnqrytDtW8MvFSY6_rwdCN66HZL9QyrN7W6szw1G4d03JcW1_4YzP6pkztWW2K6jG43nD-BXN6bpmGghkRyzN3GyX1L-tdcCW1-82Fh5fgN37W5gm9By5XVxKhW7V4DnP4Lc20SW7ktH-x8X2V3GW9kBMgn3YyYBqW8gfBbG4dgqwQW12VC7C1FdHSGW2pyRkv5pVdWpW2DQFPR3HcDH9N3CkpHWQCvr5W1YyFwH76Lw3SW5fZTTZ7rQcFWW3wgR_Y27lBSmW92LBKt20sYT_W4hMYC7870vx_W2x0slP17ywwFf4mLZqs04 )
More fresh reads from TNS:
▹ “We did not adapt and move quickly enough”: What IBM’s earnings miss says about enterprise AI spending (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyC3prCCW7Y8-PT6lZ3p_W2DCLRz25mKZnW1YmtTg7F1jRFW51hXVS3BcdpzF8b4RRC86JmN7JT61ybXnVtW4nhwLL1wkBjhW22Lt1h1fkvd1N10mZWQBhtV8W1sJXHs7JJH9VW2TwxfS5mfY29LljT636B-8W5LsfcN91CwthVXyxGk3BdgHyVxYGs81rHvKxW2nN51180v0WtN1txPJs2sg4tV63JMc6kzWZ_W42M6y-7lVb1HW9m1bnm6j7R4KW2N_CpL13C7JJW3rN4jB87jWWRW8d2ZS34zffgpW6z7Fcy5_r7WPW4DKJCg4y8ps-W7Dl5hv4sQyxNW568r-Z92r2cHf9k4bFx04 )
▹ AWS will now watch Microsoft’s cloud for you (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflyj3prCCW7lCdLW6lZ3lRW8w9DSK1CXn_9W3-TK6W6_CpJjW3XDM9x1w9RJ7Vh9YXD2bWbyLW7Lpwvp2qk7SkN2fNS_LrsfMFVzpFpX7xznldW6D0nk_7plwW_W8wGFrs4rXs5pW5pnqFj4TDmKZW3_qvfc6VQwTjW8M1jBw8JY0GdW7R_m1c4tXp1ZW8rcyjS3h1TYHW9gyXXr8Tv4nqV1DlrN55rRBSMm8YrclqyYtW8XvcVH2t0M7FN1bL1xHK_59_W91DS188CrxnWW19txMX4l6Nh4VSbdl91R-kjyN7ZpNqJyQ5B0W4mbcZS3GXykkf4fNg6x04 )
▹ Open-source AI is just “4 months behind” closed frontier models — and 10x cheaper (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyC3prCCW7Y8-PT6lZ3lHW1Z3lrN1CW3gVW17w8f26TJ48zW4KXXJ91c3P8NW2qCr_f7NmP0zW176FxR6H9Dm1W6r1kSz5Jp7s6W3YGYBP2vG6N3VbWgy84h7YS-W6c4Wr26TGyt9W296QFJ6MVsgYVn2pFm465bBFW53T_sp1T2xXqW656cDJ4r74tpW6QmPNS6jjXDyW5HdtQB7J3_B9W7S51DT3sHkN9W4hC4Mn5w_4zKW3_J0ND1FNWmwW6Ht-ty2DYwTVW8llvWs6ymMlCVq0Zwj2-H2xZW8F5hdp22HWj2W4cBkbl5QcHddN39BxwXcXQVSW82xrbJ1h4WfqW2WCwSj75Jqw_f3RkC9F04 )
by Nick Lucchesi (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflyj3prCCW7lCdLW6lZ3nvW91Str65bv0W2W7Q4QwF18zcYpW8_nd061bNX4SN5_TB4jP87JCV2KZh_2LB2jgW8FXFBT1G4WTCW3S5GHJ4bYVw3VW6DYH2X0F-tW8z-xZ04_mXRxW38wQR745gk1NW1jnLWp6sWSTpW8Lmy5Z7rJ8QXW5Zdccc5Mj80KW4WLHSX13WGDsW2TxyPg6ZRpTjW3r6mv94xGrNrW3qLBQ38DR17JW1YRRhz5ynqsZN4MM4-6dnnpkW3H16k6596g9NW6XYvwQ57KSrJW4bB9m43cr31-W2JZPFr85gBCDW4HjRCd8dtQR7f12TdGz04 )
More alerts, less visibility. Sound familiar?
SecOps teams are stuck in an alert-fatigue loop: more rules generate more alerts, more alerts overwhelm analysts, and overwhelmed analysts miss what actually matters. Join us live on July 23rd (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflzb3gP0xW95jsWP6lZ3l5W7x8yTj7wJ-YfW8y6Hpv7j6gRJW4_5mNb1RrvzcVVvY1c8dr_HyW4rrbwy4mdqTVW3n5XSw5Y2ShcW4TBnvL3900kRW2h_ypQ2r99zDW3wVxF16mF6N9W8FMHc44JSSZlW7BKRjD8pZ-jdW6wkYsC3Djkw5N8Rh07Jc6c8LW2DfsZL4ZrRZgW4H3cf18zmWYTW5Kv7w47FrRH0W4wb57y89Yl2CW1hd1s92Xpt8PN4DkSbYgBFkPW4zWZdj6kxWryW8dF7pB34wvhgW8rNTml4w2J6JW3TWMWT3Y1gXFW7nQbzT89vygmW36TN3G7cF-yxW9fM9v332BSMpW8232Xy8bWVj8W93dtTb9134bfW8Zgqwj3HfcS9W6VTVLG2sWt0wf5CMnGT04 ) for a practical framework to break that cycle and get AI working for your detection strategy, not against it.
Register now (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflzb3gP0xW95jsWP6lZ3l5W7x8yTj7wJ-YfW8y6Hpv7j6gRJW4_5mNb1RrvzcVVvY1c8dr_HyW4rrbwy4mdqTVW3n5XSw5Y2ShcW4TBnvL3900kRW2h_ypQ2r99zDW3wVxF16mF6N9W8FMHc44JSSZlW7BKRjD8pZ-jdW6wkYsC3Djkw5N8Rh07Jc6c8LW2DfsZL4ZrRZgW4H3cf18zmWYTW5Kv7w47FrRH0W4wb57y89Yl2CW1hd1s92Xpt8PN4DkSbYgBFkPW4zWZdj6kxWryW8dF7pB34wvhgW8rNTml4w2J6JW3TWMWT3Y1gXFW7nQbzT89vygmW36TN3G7cF-yxW9fM9v332BSMpW8232Xy8bWVj8W93dtTb9134bfW8Zgqwj3HfcS9W6VTVLG2sWt0wf5CMnGT04 )
TOP OF THE STACK
AWS will now watch Microsoft's cloud for you
by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflyj3prCCW7lCdLW6lZ3nYW5tW4x15qb7YmW6NB-rr8SNVl4W87d8-P7JpyVFW8lQljY88BDB4W7x__W22mLSKrW4NlbZ63hXFtSW5f96_S8xcSj1W7qMqJx1xJx2GW7wdK5H8fhzfRW4YHzms1Lqz36W5vj7-_7CbdZfW47Y6jN1VzLSxMxFhGPmHhxjW7YMdQq4_cTKVW3K0lM595R-B7W7lZSC23phSZwVbh1Yg7zRGX6W4kNM6d7l0b3FW7KRmcF5xdY1YW8M_-qv59tq90N3z0tHfCYx7dW1yZFzV5ZxvRYW46GZ0S2wzWPPW3C9Hwx5y8-drf4ZQnM804 )
Featured image for: AWS will now watch Microsoft’s cloud for you (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflyj3prCCW7lCdLW6lZ3lRW8w9DSK1CXn_9W3-TK6W6_CpJjW3XDM9x1w9RJ7Vh9YXD2bWbyLW7Lpwvp2qk7SkN2fNS_LrsfMFVzpFpX7xznldW6D0nk_7plwW_W8wGFrs4rXs5pW5pnqFj4TDmKZW3_qvfc6VQwTjW8M1jBw8JY0GdW7R_m1c4tXp1ZW8rcyjS3h1TYHW9gyXXr8Tv4nqV1DlrN55rRBSMm8YrclqyYtW8XvcVH2t0M7FN1bL1xHK_59_W91DS188CrxnWW19txMX4l6Nh4VSbdl91R-kjyN7ZpNqJyQ5B0W4mbcZS3GXykkf4fNg6x04 )
AWS Security Hub now monitors Microsoft Azure resources and adds AI workload protection, taking on Microsoft Defender and Wiz in multicloud security.
On Tuesday, AWS announced an expansion to Security Hub, its security operations service, to also monitor Microsoft Azure resources, in addition to more tools for protecting AI workloads....
Read more (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflyj3prCCW7lCdLW6lZ3lRW8w9DSK1CXn_9W3-TK6W6_CpJjW3XDM9x1w9RJ7Vh9YXD2bWbyLW7Lpwvp2qk7SkN2fNS_LrsfMFVzpFpX7xznldW6D0nk_7plwW_W8wGFrs4rXs5pW5pnqFj4TDmKZW3_qvfc6VQwTjW8M1jBw8JY0GdW7R_m1c4tXp1ZW8rcyjS3h1TYHW9gyXXr8Tv4nqV1DlrN55rRBSMm8YrclqyYtW8XvcVH2t0M7FN1bL1xHK_59_W91DS188CrxnWW19txMX4l6Nh4VSbdl91R-kjyN7ZpNqJyQ5B0W4mbcZS3GXykkf4fNg6x04 )
WHAT ELSE IS NEW?
CHAOS
AI Infrastructure
"We did not adapt and move quickly enough": What IBM's earnings miss says about enterprise AI spending (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyC3prCCW7Y8-PT6lZ3p_W2DCLRz25mKZnW1YmtTg7F1jRFW51hXVS3BcdpzF8b4RRC86JmN7JT61ybXnVtW4nhwLL1wkBjhW22Lt1h1fkvd1N10mZWQBhtV8W1sJXHs7JJH9VW2TwxfS5mfY29LljT636B-8W5LsfcN91CwthVXyxGk3BdgHyVxYGs81rHvKxW2nN51180v0WtN1txPJs2sg4tV63JMc6kzWZ_W42M6y-7lVb1HW9m1bnm6j7R4KW2N_CpL13C7JJW3rN4jB87jWWRW8d2ZS34zffgpW6z7Fcy5_r7WPW4DKJCg4y8ps-W7Dl5hv4sQyxNW568r-Z92r2cHf9k4bFx04 )
by Amanda Caswell (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflyj3prCCW7lCdLW6lZ3lJW2VN0xc469S8ZW4zN8SR8jPdG-F5j6w97lLb1W7Hn3vb8ND2NxV-N6rL7N_LSRW3pwdS86fG3_HW1FZx6P7J0S-lVtv1724MkLqFW34WS9B50-hMZW1BLSHC1bx3c2W3GVn8s7x3vWfN48p0WXW5_k3W6stvNm12jB9mW482PMW3KS7WFW7n1GQx6mqkj8W1G8T9X3P3KQ6W2_N5Zh4czzKQW607KRK66q8w5W6l37xz5NSbwNW86GcBX8s7gqRW6TFPVX1dDzfWVfVZCC641R94W3rp_w678nSzdW8LNFzB6z_yT4f1GbVsn04 )
FLASH
AI Agents
OpenAI hits 8 million Codex users — what developers need to know (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflyj3prCCW7lCdLW6lZ3nwN4WVfnqrytDtW8MvFSY6_rwdCN66HZL9QyrN7W6szw1G4d03JcW1_4YzP6pkztWW2K6jG43nD-BXN6bpmGghkRyzN3GyX1L-tdcCW1-82Fh5fgN37W5gm9By5XVxKhW7V4DnP4Lc20SW7ktH-x8X2V3GW9kBMgn3YyYBqW8gfBbG4dgqwQW12VC7C1FdHSGW2pyRkv5pVdWpW2DQFPR3HcDH9N3CkpHWQCvr5W1YyFwH76Lw3SW5fZTTZ7rQcFWW3wgR_Y27lBSmW92LBKt20sYT_W4hMYC7870vx_W2x0slP17ywwFf4mLZqs04 )
by Amanda Caswell (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflyj3prCCW7lCdLW6lZ3lJW2VN0xc469S8ZW4zN8SR8jPdG-F5j6w97lLb1W7Hn3vb8ND2NxV-N6rL7N_LSRW3pwdS86fG3_HW1FZx6P7J0S-lVtv1724MkLqFW34WS9B50-hMZW1BLSHC1bx3c2W3GVn8s7x3vWfN48p0WXW5_k3W6stvNm12jB9mW482PMW3KS7WFW7n1GQx6mqkj8W1G8T9X3P3KQ6W2_N5Zh4czzKQW607KRK66q8w5W6l37xz5NSbwNW86GcBX8s7gqRW6TFPVX1dDzfWVfVZCC641R94W3rp_w678nSzdW8LNFzB6z_yT4f1GbVsn04 )
EVENT
Security
What happens when your VPN meets 200 AI agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflyj3prCCW7lCdLW6lZ3p9VZGDww8ql_qYW2K7mgP1Xl8PzVMLd2-2dWtPMN6d0DC4_dm5gW6QqKYz6505r1N7MXd74RPgRmW29Qdw48NWFWcN3mcMyXdYLV4W6TBrSp23kMSsW28ksnK3hftPnW4N4Kgt5x1vJKW3ndnY-67SnT6W58GYFY27XyMkN65DnVDflyhkW5GWrY-6c_JDcW37dwVB59zyVcN7xqX_lfnJ2cW4ZLQr462jH9KW1h3T7G8-hR5HW7Nzs672rssLXW3tCjNv4RnhyWW2NSlZH8DzygHW6vbMV77k_hZXN55NQ_qnC1yTf26p91T04 )
by Alex Wilhelm (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflyj3prCCW7lCdLW6lZ3pDVHbB9D3mFx_0W5kpYZj73bzVnW2r-kfz4z4gC3W8bB1yn6QDcBwMkSNDJJ7GdkN2VBzGgy5H5SW2mTrN214Mj99W67GdZZ6CMgqpW70Z0fH7BDTw0W8pW8BR5BFmNMW7zH1Vv4yLGt9N1ZQ5yV6dzy9W49zNWR11mJXvVPBlRh8pLF6CW65pNC92_kkRyW46kBnt637jSSW4416QT57HNjqW467l5z1-wKYlN3FVBZ5pWhPTW6TcFGz4bMnghW1CLxHr1ZtyydW1X7pJk8_PcYnV-k0bl8FPBDxW13-C2m6XLQtCf4vMNgM04 )
TAKES
AI Strategy
The enterprise strikes back: Keep your data, ditch the AI bill. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflyj3prCCW7lCdLW6lZ3nNW2CMYN08q3vY3W5msyNB1YDw5DW1ztfrg4-DYdzW3N9pGJ2Jz4JCW59xh538cz9V6VQ13wc4MJT2qW32HMNh5qJ6P3W4t60jw883hYpW3y-X0V6pD-0KW94ZTsh8PvC6YW80tFgv49w8NjW4NSkrd2k3G47W6LCHSQ51TlztW3Cq-RK2xGFhtW1hqkYr8-nlMbW7dJKsF58Nx9MW2dVyJG3zXHRnVK0BMK2r4bgsW15p4k26SXhSDW2jj4NR5BSM6vW2-WjGw27zKX2W23mcpR5Dp8Y6W1QqCGk46kQwDW5wMcLY7fFK9pf7-ThlM04 )
by Alex Wilhelm (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflyj3prCCW7lCdLW6lZ3pDVHbB9D3mFx_0W5kpYZj73bzVnW2r-kfz4z4gC3W8bB1yn6QDcBwMkSNDJJ7GdkN2VBzGgy5H5SW2mTrN214Mj99W67GdZZ6CMgqpW70Z0fH7BDTw0W8pW8BR5BFmNMW7zH1Vv4yLGt9N1ZQ5yV6dzy9W49zNWR11mJXvVPBlRh8pLF6CW65pNC92_kkRyW46kBnt637jSSW4416QT57HNjqW467l5z1-wKYlN3FVBZ5pWhPTW6TcFGz4bMnghW1CLxHr1ZtyydW1X7pJk8_PcYnV-k0bl8FPBDxW13-C2m6XLQtCf4vMNgM04 )
TAKES
AI Models
Open-source AI is just "4 months behind" closed frontier models — and 10x cheaper (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyC3prCCW7Y8-PT6lZ3lHW1Z3lrN1CW3gVW17w8f26TJ48zW4KXXJ91c3P8NW2qCr_f7NmP0zW176FxR6H9Dm1W6r1kSz5Jp7s6W3YGYBP2vG6N3VbWgy84h7YS-W6c4Wr26TGyt9W296QFJ6MVsgYVn2pFm465bBFW53T_sp1T2xXqW656cDJ4r74tpW6QmPNS6jjXDyW5HdtQB7J3_B9W7S51DT3sHkN9W4hC4Mn5w_4zKW3_J0ND1FNWmwW6Ht-ty2DYwTVW8llvWs6ymMlCVq0Zwj2-H2xZW8F5hdp22HWj2W4cBkbl5QcHddN39BxwXcXQVSW82xrbJ1h4WfqW2WCwSj75Jqw_f3RkC9F04 )
by Adrian Bridgwater (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflyj3prCCW7lCdLW6lZ3q0W7kx58q4b17PRW67sZKQ1T0hW1VLF30t4c7Rc4W4_6nw98f723RW7JsMb11d12-GW46TQ4H6gq1xsVBhl8V5ZJr1yW65PtZY9gTwxGW1y3mWh5TP_-rN4hbvFHxtbcxW5tW1h-4ZmlL8W2q-78b4pvzM_W7lwQyd3X_WWhMKb8nM6WH1sVJDZ-Q7K5cnRW7hcvsk2FFK6RW7zDSxc7gNrsKVtsdCx9c1LbXW3B3jw419vr9pW1X-Nkt8G663gW2XCLpk85fZf6W5W0wkS32s-CPW2YlpqM7F0-hKW1wlXKF961nRqf8J4tSg04 )
FROM OUR PARTNER
The impressive AI demo is dead. Here’s what actually reaches production
AI projects often stall after the demo phase. Learn why real-time data infrastructure is critical for scaling AI models to production.
Read more (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rfly03gP0xW6N1vHY6lZ3mhW980LWQ44sLwrW2St3XJ2C265cW4z60b-9gxb4NW4f1-yM1bNh62Vy9pJ44Qh8stW5cJ-Dv24h1HHW2Gcsx05vmXM-N316L6W5Bs8KN5LZhj2mV252W1fQX9b5XK3x7W6wY8YX8BlKHVW4hT_0L3CgjdXMv3Fc6SYskVW5SfSxS1jXZmXW4BS8DG49-bs8W5yqLKp7sh9ZmW1cbwdL2-pVv0W5lV-jK88KfPzW649FYL6BxpRYVPSl548yNkGSN2L8YkPQbCLlW6XZqQj92k23qdbyb3z04 )
FLOW STATE
TAKES
The new enterprise mantra (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyW3gP0xW8wLKSR6lZ3nsN66NnMlRv7zjW815yfm6wNTk4W4rbgdh5YC5txW52KtQQ2qNll8W31Fd5-7g3Pq1W2SwxXL1H-8JqW101q5F5CJk8gW3rGc1n88SjCGW2lKQ-p4yTvFCVPf4Bv6mqZ2lW7w114J504GcpW641s5_6bH0zkW53hKSY3-LHBGW3GHRvk40pWl3W7vXWYd4M2y0BW8lNcYf5r3fp7W79NkWx1K96LDW1xMbSn66lrPSW7q_0W915l5CXW1wYQnD1rydZWVHKzJf95HxZfW2kbDmd28RSF7W8FMsw85V44WjW43R-qx8TkfFKW8dzSN91GYsm2W1vpQVp2pSjQXW15twtg8CJVF-W7P13LY7hZty7f2MsTvd04 )
As the AI cost crisis begins to fade from the forefront, a related fear is rearing its head: The need to protect enterprise data from AI labs. As with cost, concerns about data are nothing new. But as the AI industry matures, enterprises are growing apprehensive.
Read on Cautious Optimism (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7RflyW3gP0xW8wLKSR6lZ3nsN66NnMlRv7zjW815yfm6wNTk4W4rbgdh5YC5txW52KtQQ2qNll8W31Fd5-7g3Pq1W2SwxXL1H-8JqW101q5F5CJk8gW3rGc1n88SjCGW2lKQ-p4yTvFCVPf4Bv6mqZ2lW7w114J504GcpW641s5_6bH0zkW53hKSY3-LHBGW3GHRvk40pWl3W7vXWYd4M2y0BW8lNcYf5r3fp7W79NkWx1K96LDW1xMbSn66lrPSW7q_0W915l5CXW1wYQnD1rydZWVHKzJf95HxZfW2kbDmd28RSF7W8FMsw85V44WjW43R-qx8TkfFKW8dzSN91GYsm2W1vpQVp2pSjQXW15twtg8CJVF-W7P13LY7hZty7f2MsTvd04 )
EBOOK
The developer's guide to connecting CRM data, AI, and app experience at scale (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflzb3gP0xW95jsWP6lZ3p8W34DfgK6d4vr8W3WCVhX1KQpgqV6zywT4M1q0HW1KHk2q7L9TB2W5lH4sD4L6twpW8n_RTt6V6V-sW4X3Hs139lMfxVV1crt3jnVB5W1hd6-28xV33BVrPwB05dQ8sNW3l8QS57Kq76pVXDqvs684CVdW5zBDsC4GlQ6tW63ZBz33gBc4QW1XkX_L1xT5YxW73t31C5b-J3HN2-2KFvBwhWzVZ83-c8nsdNDW90m67W28DJVlW933vZ021jDQTW5R7ngv7RNDk1W8lZMNm9lSdKcW2WnBqb3J-bg6N7CmZC3HF_LYW39ZJNW1s19XDN7Sv0GdynsmxDNqzCxsKRrN1HhK5zLp0FJW17fSJV8fTqTJW1X1hnn6l21M6f4SC-6x04 )
The promise of agentic AI is real, but the failure rate is just as high. More than 40% of agentic AI projects are expected to be canceled by 2027. This brand-new eBook is designed to help you build AI on a data foundation that actually works in production.
Get your free copy (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflzb3gP0xW95jsWP6lZ3p8W34DfgK6d4vr8W3WCVhX1KQpgqV6zywT4M1q0HW1KHk2q7L9TB2W5lH4sD4L6twpW8n_RTt6V6V-sW4X3Hs139lMfxVV1crt3jnVB5W1hd6-28xV33BVrPwB05dQ8sNW3l8QS57Kq76pVXDqvs684CVdW5zBDsC4GlQ6tW63ZBz33gBc4QW1XkX_L1xT5YxW73t31C5b-J3HN2-2KFvBwhWzVZ83-c8nsdNDW90m67W28DJVlW933vZ021jDQTW5R7ngv7RNDk1W8lZMNm9lSdKcW2WnBqb3J-bg6N7CmZC3HF_LYW39ZJNW1s19XDN7Sv0GdynsmxDNqzCxsKRrN1HhK5zLp0FJW17fSJV8fTqTJW1X1hnn6l21M6f4SC-6x04 )
WATCH
Why MotherDuck refuses to fork DuckDB (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflyj3gP0xW7lCdLW6lZ3pJW79LdBk2xh_XBW2xHjWh2qf2r9W7FTFNy2rpCMdW2bwdWf74zYgrW4Tz5DT2H4HBZW1Gv9MT84HcgmW5R58lC879hldW7dkfXV2HYmVTN559C69hpg9TN3ZjJkk1j32NW1DLqnK5pn6PZW7C54Qs34MgmWW1tkDbW3tqPVnN34CsLBt-FVyW1cpyqc1YkvrxW9lBhrw8CwKZPW4DcMzl3Fx49wW15PM8B7yBXsrW98_1l61zPQqWW6bRvFV3Bzv4WVyxNX_3xfsRsW920fYf8-PkhZW6GlLxD3hDcZRV-nD9w5-JWkZf233whl04 )
MotherDuck's AI lead Till Döhmen explains how the startup collaborates with DuckDB Labs, runs the world's largest DuckDB fleet, and avoids forking.
Catch the episode (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWGYvK6p6ZsLW81Bt5K4LJTygVNrtzX5RvFHsN7Rflyj3gP0xW7lCdLW6lZ3pJW79LdBk2xh_XBW2xHjWh2qf2r9W7FTFNy2rpCMdW2bwdWf74zYgrW4Tz5DT2H4HBZW1Gv9MT84HcgmW5R58lC879hldW7dkfXV2HYmVTN559C69hpg9TN3ZjJkk1j32NW1DLqnK5pn6PZW7C54Qs34MgmWW1tkDbW3tqPVnN34CsLBt-FVyW1cpyqc1YkvrxW9lBhrw8CwKZPW4DcMzl3Fx49wW15PM8B7yBXsrW98_1l61zPQqWW6bRvFV3Bzv4WVyxNX_3xfsRsW920fYf8-PkhZW6GlLxD3hDcZRV-nD9w5-JWkZf233whl04 )
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-MtW2y0rCB1LhpV2W3j5FG02-GkGRW1_4Pg43VGwLXW2KNqp-2x_z9wW1XygBw1Xh_ZxW2vJ9-p1Xbz-GW2Tj13P3Hb9ccW2RJTjp4kD4VpW30sNr3256G5sW2zKVwq2FYwz4W43VNhl2F_RFHW45Szw63LXd6LW3zktm530yj0WW3K7zX33jgn5zW1VjD7p32qWQ9W3XL4-q34Bp7_W3gpGf93_CnmDW38l42v4cj8Y7W3yPjF92r3ytyW3DXTSk3K8kS2W2nNBhw1Nf71vW4hMmTt2PTlv3W4hL3h11Q69--W45Y4X12xWdqmW3b5rmx2Rw30FW2CJ09K3QQVbbW3b9yXC1BnLJPW2Yf6Pf4fpN5lW3dygQF2MTzQBW3R3bQQ3JPn60W2PM5bt2TQvpPW3dsnjp21q1ZPW3GJ_vZ3M0f2MW3_WDcL3R6w_yW1LFzqy231TFyW41SXpp2Wy1XzW43KgYB3P3PrBW3BMZ3j43CsytW3VRjCy4fMBm9W2nFrxx3JZ-HrW4pnyLn2PpnyQW45RM8p3ZTNNJW3GWpj01BC2Q6W3hZMwb45XGRgW2szN5W2TQp6XW3ZVzC93C1YdtW2vBQQf3DNwYlW3HdjNn236qRhW1V9_vm2nXqJSW2YqH651_nB2-W2r2fNN20XVGvW36kswb47sXTGW3zjK0x3T2YSGW3drvxZ347c5lW49M94f1VyYP3W3CgRvs2HLsnjW1Vp_1w3VP992W3C15yK2qRF4vW4tmkV91S8tpw0&_hsenc=p2ANqtz--qXGnwjAaehFAbVUiJnK4SOOYbF3kt8ueJ9beYCxqzpGykKudiKzN_WdTep57O3zDj3XksGtmJRj59WLOpOa30AN_pnQ&_hsmi=428438127 ) or unsubscribe (https://info.thenewstack.io/hs/preferences-center/en/direct?data=W2nXS-N30h-MtW2y0rCB1LhpV2W3j5FG02-GkGRW1_4Pg43VGwLXW2KNqp-2x_z9wW1XygBw1Xh_ZxW2vJ9-p1Xbz-GW2Tj13P3Hb9ccW2RJTjp4kD4VpW30sNr3256G5sW2zKVwq2FYwz4W43VNhl2F_RFHW45Szw63LXd6LW3zktm530yj0WW3K7zX33jgn5zW1VjD7p32qWQ9W3XL4-q34Bp7_W3gpGf93_CnmDW38l42v4cj8Y7W3yPjF92r3ytyW3DXTSk3K8kS2W2nNBhw1Nf71vW4hMmTt2PTlv3W4hL3h11Q69--W45Y4X12xWdqmW3b5rmx2Rw30FW2CJ09K3QQVbbW3b9yXC1BnLJPW2Yf6Pf4fpN5lW3dygQF2MTzQBW3R3bQQ3JPn60W2PM5bt2TQvpPW3dsnjp21q1ZPW3GJ_vZ3M0f2MW3_WDcL3R6w_yW1LFzqy231TFyW41SXpp2Wy1XzW43KgYB3P3PrBW3BMZ3j43CsytW3VRjCy4fMBm9W2nFrxx3JZ-HrW4pnyLn2PpnyQW45RM8p3ZTNNJW3GWpj01BC2Q6W3hZMwb45XGRgW2szN5W2TQp6XW3ZVzC93C1YdtW2vBQQf3DNwYlW3HdjNn236qRhW1V9_vm2nXqJSW2YqH651_nB2-W2r2fNN20XVGvW36kswb47sXTGW3zjK0x3T2YSGW3drvxZ347c5lW49M94f1VyYP3W3CgRvs2HLsnjW1Vp_1w3VP992W3C15yK2qRF4vW4tmkV91S8tpw0&_hsenc=p2ANqtz--qXGnwjAaehFAbVUiJnK4SOOYbF3kt8ueJ9beYCxqzpGykKudiKzN_WdTep57O3zDj3XksGtmJRj59WLOpOa30AN_pnQ&_hsmi=428438127 ) 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!