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Developers who can't debug their own code Tue, 12 May 2026 22:00:53 GMT

Why 157,000 developers are hedging against Anthropic Mon, 11 May 2026 22:05:35 GMT

Anthropic and Elon Musk cornered Sam Altman this week Sat, 09 May 2026 13:06:08 GMT

OpenAI Codex arrives in the browser Fri, 08 May 2026 22:07:14 GMT

OpenAI debuts 3 new speech-focused models Thu, 07 May 2026 22:08:47 GMT

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From: newsletters@...
To: [email protected]
Date: Sat, 09 May 2026 13:06:08 GMT
Subject: Anthropic and Elon Musk cornered Sam Altman this week

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    <div id="preview_text" style="display:none;font-size:1px;color:#c6def4;line-height:1px;max-height:0px;max-width:0px;opacity:0;overflow:hidden;" lang="en">Musk and Altman’s trial is the show. The SpaceX deal is the move. ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏                                                                                                                                                                                                    &nbsp;
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    <table role="presentation" cellpadding="0" cellspacing="0" width="100%" class="" style=""><tbody><tr><td class="hs_padded" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; padding:20px 18px 10px 20px"><div id="hs_cos_wrapper_module_176781485837711" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div id="hs_cos_wrapper_module_176781485837711_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p style="font-size:20px; line-height:191%"><span style="color: #48607a; font-family: Merriweather, Georgia, sans-serif;"><strong><span style="font-size: 18px;">How Anthropic and Elon Musk cornered Sam Altman this week</span><br></strong></span></p></div></div></td></tr></tbody></table>
  <table role="presentation" cellpadding="0" cellspacing="0" width="100%" class="" style=""><tbody><tr><td class="hs_padded" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; padding:0px 20px 10px"><div id="hs_cos_wrapper_module_174595863153521" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div id="hs_cos_wrapper_module_174595863153521_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p style="line-height:175%"><em>Welcome, TNS Daily readers! We have added this Saturday newsletter, which focuses on the breakneck world of AI and software development and is written by Matt Burns, Chief Content Officer at Insight Media Group. We hope you enjoy this weekend's long read. Scroll to the end of this email for our quote of the week.</em></p>
<p style="line-height:175%">&nbsp;</p>
<p style="line-height:175%">The AI race used to be about who had the best model. This week, it looked more like a fight over power plants, data centers, and who gets access to the GPUs first. Anthropic’s new SpaceX deal doubled Claude Code's power-user limits, but that’s the small story. The bigger story is that Anthropic <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBBj3hCZYW7lCdLW6lZ3kPW4d2t-m4fPNVPW1GNhbc2my0Y_W89QMMW3s-nRnVDjsw37g2G09W4NJDZr7QcgT9W4tZKHp7_zm1HW5kJVb31wbHvKVs5hDl2kYZRfW7xsl9C3ymPn9W7hxYcZ2D-8LLW15XV4L59GSHtW7NKhmJ1sf79gW8QNh3M94NQ1dMk6k85kFTdsW2T0KQL2XGf8NW95FN7688HTmFW1y7Q33394S4BN7g5RmwMl9D2W8PWtz61crb8hVJXKXD7XHKrRW1vP80F2XQNvgW6mySPY32dwbtW2cj1Wl42Ck7BW4Y_2H04n4xm8f33zYtl04" rel="noopener" style="color:#00aff4" data-hs-link-id="0" data-hs-link-id-v2="M5mWGxse" target="_blank">just rented the full computing power</a> of Elon Musk’s Colossus 1 facility in Memphis. Meanwhile, Musk and Sam Altman were in federal court this week, where Musk is trying to unwind OpenAI's transformation into a for-profit company.</p>
<p style="line-height:175%">&nbsp;</p>
<p style="line-height:175%">Let’s remember the larger picture: Elon Musk co-founded OpenAI with Sam Altman, and Anthropic's CEO, Dario Amodei, was a very early employee at OpenAI as its VP of Research. Both Musk and Amodei split from OpenAI, built rival labs, and traded public criticism themselves. Now they’re partnered on a common cause plaguing every frontier AI company, including OpenAI: compute. <br><br>As Alex Wilhelm writes in <em>Cautious Optimism</em> this week, <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBBC3hCZYW7Y8-PT6lZ3kVW2fZqR07n-ZPsW8y4-nC10RJJtW6fLBlF9fYqlWV_q_TL9hnZScW2SkRMS2cj_2BW7gW2Qq6KwmxPW7qLmSt8MjXWsN662s-cFyHmpVB2blK179tJsW16TYLm55bkvlW8ZbZ9h12x9Y7W72VPMY90T6GQN6DRzDJS734bW3GY0sl7bYZ8fW86bWtX1f_PGKW6B5VrK7Zb-3lW4yb4Sd6dB8bnW2Z6BVT1RGkKtW3ttfYY6_x_R6W2SHPHR8TZDSqN8r1TxdSxCVqW600qZk2B1HhDW3yJVRM4QCKBgW1F-lq48fxxD9W3vprs95n1FYfW8BXWPF7rX0Fnf1VftNg04" rel="noopener" style="color:#00aff4" data-hs-link-id="0" data-hs-link-id-v2="BphXomWG" target="_blank">I thought Elon hated Anthropic</a>. Maybe he does, but it’s also possible Musk hates Altman even more because on Wednesday, he rented Anthropic all the compute capacity at the facility he built for xAI to train Grok.</p>
<p style="line-height:175%">&nbsp;</p>
<p style="line-height:175%">Musk and Altman’s trial is the show. The SpaceX deal is the move.</p>
<p style="line-height:175%">&nbsp;</p>
<p style="line-height:175%"><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBBC3hCZYW7Y8-PT6lZ3lqW566x7h97d6kTW6SDrPd2BwMB2N2Wq7YsCRNCQW7BfhdD8LhpGyW9jj-Vp46-XrKW8FwG7s2v_wTPW6Mf5Pk3hhNyKW2FDB3D8pjW8cW1YM0b_4GmzGhW59vTwq8F9gZXN2GGf3f-bsbXN4w8BK-33sxtW82Ts4M6xNL5jN2GlDTK3hdZwW5Y3Nj74ffcDfW9k7by32TX4DgW54ywyX5dFx28Vk16_g7t7pFMW16cfCL91XVKsW1fgksw4ZZ1kYW5pVqrT3ZTz0pW3kksWS22X6NMW3YgCkj3W8yVyW8rRNNv7p9LkTW1X3Jhl60N5WJN5c53wT4L74zf5Z7-g404" style="color:#00aff4; font-weight:bold" rel="noopener" data-hs-link-id="0" data-hs-link-id-v2="5NmaIZKK" target="_blank"><span style="font-weight: bold;">Read the full story here →</span></a></p>
<p style="line-height:175%">&nbsp;</p>
<p style="font-weight:normal; font-size:16px; line-height:150%; text-align:right" align="right"><span style="font-family: Merriweather, Georgia, sans-serif; font-size: 15px;"><span style="color: #48607a;"><span style="color: #48607a;">— Matt Burns, Chief Content Officer</span></span></span></p></div></div></td></tr></tbody></table>
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<p style="margin:0 0 16px;font-size:13px;font-weight:700;letter-spacing:2.5px;color:#9ca3af;text-transform:uppercase;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,sans-serif;">Together with FinOut</p>
<table width="100%" cellpadding="0" cellspacing="0" border="0" style="margin-bottom:20px;"><tbody><tr><td align="center" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word"><a   href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBB03qgz0W6N1vHY6lZ3m4V1R6yJ3rBmD_W5QJX7q4QCtFWMPrMNx1Vgk8W47lr7N5THpcsW1s4B2545tcXCW7s9hpN2mvZ0gW8gVshg7mQW8FW4dscLs6FK7h8W1wZGcL2rn3HKV8nb-S2s9JdRV51K974JYW0qW3gL-7j6DCqnYW4FKQML3pWJq9VVxbsH2Y-Q7LW5Xqwtm6gfQxlW3fBl0M70CHkKW7hFGsh8KBpTyN901BRX2z_j0W5ynN6c6r_rPrW4bRNsT2vQdyvM9567vWvqLmN2h82shFsMH8dJnvN204" target="_blank" style="color:#00a4bd; display:inline-block; line-height:0" data-hs-link-id="1" data-hs-link-id-v2="SIJgyLxx"><img src="https://info.thenewstack.io/hs-fs/hubfs/TNS%20May.png?width=1168&amp;upscale=true&amp;name=TNS%20May.png" alt="" width="584" style="outline:none; text-decoration:none; border:none; display:block; border-radius:8px; max-width:100%"></a></td></tr></tbody></table>
<h3 style="margin:0 0 12px; font-size:20px; font-weight:700; color:#48607a; font-family:'Merriweather',Georgia,serif; line-height:1.3">Your cloud bill shouldn't need a translator</h3>
<div style="font-size:15px;color:#48607a;line-height:1.7;font-family:'Merriweather',Georgia,serif;margin-bottom:8px;"><ul>
<li>
<p>Cloud, Kubernetes, and AI spend is variable, shared, and impossible to explain with legacy tools.&nbsp;</p>
</li>
<li>
<p>Finout unifies every cost source, from AWS to Anthropic, with Virtual Tags that deliver 100% allocation and zero manual tagging.&nbsp;</p>
</li>
<li>
<p>Finance and engineering, finally aligned.</p>
</li>
</ul></div>
<div style="font-size:15px;color:#48607a;line-height:1.7;font-family:'Merriweather',Georgia,serif;margin-bottom:20px;"></div>
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</td></tr><tr><td style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; background:#c6def4; height:4px" height="4"></td></tr></tbody></table></div>
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  <table role="presentation" cellpadding="0" cellspacing="0" width="100%" class="" style=""><tbody><tr><td class="hs_padded" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; padding:10px 20px"><div id="hs_cos_wrapper_module_176608515607010" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div id="hs_cos_wrapper_module_176608515607010_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p style="line-height:200%"><span style="font-size: 20px;"><span style="color: #48607a; font-family: Merriweather, Georgia, sans-serif;"><strong>How Microsoft is governing thousands of Kubernetes clusters without manual intervention<br></strong></span></span></p></div></div></td></tr></tbody></table>
  <table role="presentation" cellpadding="0" cellspacing="0" width="100%" class="" style=""><tbody><tr><td class="hs_padded" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; padding:0px 20px"><div id="hs_cos_wrapper_module_176608515607011" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div id="hs_cos_wrapper_module_176608515607011_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p style="line-height:175%">In this edition of The New Stack Makers, Stephane Erbrech, principal software engineer at Microsoft, tells The New Stack how Microsoft Azure Kubernetes Fleet Manager and Cilium Cluster Mesh tackle the complexity of managing thousands of Kubernetes clusters across distributed environments at scale.</p></div></div></td></tr></tbody></table>
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  <table role="presentation" cellpadding="0" cellspacing="0" width="100%" class="" style=""><tbody><tr><td class="hs_padded" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; padding:20px 18px 10px 20px"><div id="hs_cos_wrapper_module_17757509021117" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div id="hs_cos_wrapper_module_17757509021117_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p style="font-size:20px; line-height:191%"><span style="color: #48607a; font-family: Merriweather, Georgia, sans-serif;"><strong><span style="font-size: 19px;">Essential reads</span><br></strong></span></p></div></div></td></tr></tbody></table>
  <table role="presentation" cellpadding="0" cellspacing="0" width="100%" class="" style=""><tbody><tr><td class="hs_padded" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; padding:5px 20px 20px"><div id="hs_cos_wrapper_module_17612508227092" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div id="hs_cos_wrapper_module_17612508227092_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p style="line-height:125%; font-weight:normal"><span style="font-size: 18px;"><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBBj3hCZYW7lCdLW6lZ3lPW4WSCnM3m3QhnW5zQlRg27zTPbN7GDdfkhHQFBVB_CNF8MXd8jVq84jG636PyLMvYhq6jlQDsW46gW-K3qFFKCW96ytmH5GvlDmW7qxCt91xXG6WW4jG05f3RQlP0W5DWLh51XKT6QN59KTc5BykxsW4DKwNs12rdh4W6h8d717LQNk7W4Q3w-t6pDVN0W1xCHWM893gSNN1Ws81fHqz-bW504dPy2BPhx2W7D0JSZ1K7JXsW184zxg8C638rW8f8b_x8xLfmxW56KPSF6V98LWW5Kzvz42csvYbW5hHfyx2QtXdCf157R6-04" rel="noopener" style="color:#00aff4" data-hs-link-id="0" data-hs-link-id-v2="E8h6CHd/" target="_blank">The introverts’ edge: How AI is leveling the developer floor<br></a></span>AI coding assistants aren't just autocomplete anymore — they're quietly reshaping how junior developers learn, survive, and advance in an industry that was already failing them.</p></div></div></td></tr></tbody></table>
  <table role="presentation" cellpadding="0" cellspacing="0" width="100%" class="" style=""><tbody><tr><td class="hs_padded" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; padding:5px 20px 10px"><div id="hs_cos_wrapper_module_17775751756491" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div id="hs_cos_wrapper_module_17775751756491_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p style="line-height:125%; font-weight:normal"><span style="font-size: 18px;"><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBBj3hCZYW7lCdLW6lZ3q1W8L5Qdp99zH4VW7RlX6_8_FvxjW2MNVds6bdSN2W6m5MPm2bnK3FN8YY1srpzKVkW33jdbH28q8lHW7TWqBK18vzrqW2x7s-N2-HDBkW5RL4tn9fXRP7W2yr3Zq7GTF6mV_r7yn8VrdHKW5B18SG8HhwC6W6HydZM7-2VtHW8j7hKP5gSDvQW3P7JVy25QlbJW3m8szQ2Pr-hbW1x4XgN5t17jJW26VVjk5kskNhW4x9hCD95_qcgW8w7Ktl7lYZsnN8rZxtWWjWHJW1Pq_8K41-LG4W2GKDKb4RFkr7W5w4V_k11wRlHf12my6C04" rel="noopener" style="color:#00aff4" data-hs-link-id="0" data-hs-link-id-v2="zdvaf6Yh" target="_blank">I tested the new OpenAI Codex features on a real Python codebase, and it’s the strongest Claude Code rival yet<br></a></span>OpenAI has updated Codex with computer use, an in-app browser, and PR reviews. Testing on HTTPie revealed how these features handle real-world Python bug fixes.</p></div></div></td></tr></tbody></table>
  <table role="presentation" cellpadding="0" cellspacing="0" width="100%" class="" style=""><tbody><tr><td class="hs_padded" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; padding:5px 20px 10px"><div id="hs_cos_wrapper_module_17782590667751" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div id="hs_cos_wrapper_module_17782590667751_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p style="line-height:125%; font-weight:normal"><span style="font-size: 18px;"><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBBC3hCZYW7Y8-PT6lZ3lyW1BVtXk4qn7nrW6ZPDD75f_xzSW3F5J3h3yXSHGW8bVXsc5TNbCyW3dYWcQ6471bnW8JBtgJ1Jp6zPW5vgmvk1L4wLVW58W5Vz7DcCL0W6ZzJRl2Q0-_DN1W4StFtvV7mW30FrPs7kJWDYW4FZPDg5kDFsqVQkW8s5jRZYkW6LgHlC7_L4P4W4ZPvTZ8fXDy8W1csHcs838ZhfW3vygnX4pHNWwW7dFRd85SwhFpN2YpB8wp1H6PW4yXk7X8X6n2bW1HlM-v4kQXzXN1C0mWBdz0mTW4nNFPZ4Qc0TSVyBr9R7zJBX-VNJGbL6rKLCqW4pfbH53l0fdmf5TZkfq04" rel="noopener" style="color:#00aff4" data-hs-link-id="0" data-hs-link-id-v2="Ew7BAHyj" target="_blank">The context window has been shattered: Subquadratic debuts a 12-million-token window</a><br></span>Subquadratic has launched a new AI architecture featuring a 12-million-token context window that outperforms GPT-5.5 on retrieval benchmarks.</p></div></div></td></tr></tbody></table>
  <table role="presentation" cellpadding="0" cellspacing="0" width="100%" class="" style=""><tbody><tr><td class="hs_padded" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; padding:5px 20px 10px"><div id="hs_cos_wrapper_module_17647983957941" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div id="hs_cos_wrapper_module_17647983957941_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p style="line-height:125%; font-weight:normal"><span style="font-size: 18px;"><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBBj3hCZYW7lCdLW6lZ3m0W6YfnGf3-ckK-W5MSmVv2GBRZQW6KDbXj5ZjrqYW8gLs3k27C_RxW81znmp1CPY66W3MP3CK1N8BgmVp0WbS8lkyz7W1Z8N0n6lDf6ZW6qPPmf1VnM_JN2P9Yy8JtQwRW6Q9r4k241vhfW7GNMDN2-qkt8W1HFCbB8x08mqM_yzQqH-FF1W549HNb9jtFcdW7KZtc56L__M6W2qT-L557SRPPW1xKvVl8JYtqFN2h1Xv65lDDSW4V_MxP3Mn4-pW78d-Bn1hBP7HW3N5X2l5RR8HmW9f03_j10XRCJW1jBw9v3g7wpwf5YBMGq04" rel="noopener" style="color:#00aff4" data-hs-link-id="0" data-hs-link-id-v2="3UTS/HS3" target="_blank">What the 2026 State of Open Source report reveals about digital autonomy<br></a></span>The 2026 State of Open Source report highlights the shift toward digital autonomy, balancing vendor freedom with maintenance and security.</p></div></div></td></tr></tbody></table>
  <table role="presentation" cellpadding="0" cellspacing="0" width="100%" class="" style=""><tbody><tr><td class="hs_padded" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; padding:5px 20px 10px"><div id="hs_cos_wrapper_module_17782590947412" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div id="hs_cos_wrapper_module_17782590947412_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p style="line-height:125%; font-weight:normal"><span style="font-size: 18px;"><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBBj3hCZYW7lCdLW6lZ3kqW42HZGQ39_Zl6W6249dl3QGcptW3J5gvJ2HFcdbW7_BVhd5fzMzSVRp-9c3gFxN3W5_d3K946FKM8W9djvQs66S-_QW47803H2PDQY4W6J7GQG3S14jTN88xXpSPM1X9W60x_WK6CHd_DW1FV8wj6HywZzW7ZMlq46hCKZBW6tlF7h2XlX9yW3FrHsn1nHGSsW56QvB213L3ByW2qLTxJ1pdggsN95hlTjXcXWJVl-pT86TjyX6W2vNLTN4Cb3ysW3ntW613M1l6bW8QB58H6PfqBLW5fyD2K4GzqBRW1gvnqV2DNyYYf6T2jXv04" rel="noopener" style="color:#00aff4" data-hs-link-id="0" data-hs-link-id-v2="kAKmRw1w" target="_blank">How to find and unlock the data hidden within videos<br></a></span>Unlock video data with hybrid search. Learn to use Vespa and CLIP for efficient video preprocessing and multimodal retrieval.</p></div></div></td></tr></tbody></table>
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            <div style="font-size:15px;font-weight:600;color:#1a1a2e;line-height:1.4;margin-bottom:4px;">From vectors to tensors: Expanding the possibilities of AI search</div>
            <div style="font-size:13px;color:#6b7280;line-height:1.5;margin-bottom:10px;">Vector embeddings changed search, but they represent only a single point in space. For complex, multimodal, or highly nuanced ranking, you need more dimensions. You need tensors. Catch the replay for a concise, practical primer on why tensors are the next leap for production AI.</div>
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            <div style="font-size:15px;font-weight:600;color:#1a1a2e;line-height:1.4;margin-bottom:4px;">Break the cycle of spending $250bn on manual IT operations</div>
            <div style="font-size:13px;color:#6b7280;line-height:1.5;margin-bottom:10px;">In this deep dive, we took a hard look at why rules-based automation has stalled out, solving only 20% of IT problems while leaving the other 80% to be handled by expensive, manual "stitching."</div>
            <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBzq5g8t6W5BWr2F6lZ3nCW7bmz7B7n7ck0W2HhPdq7SPKMRW78Fz9h8qVgnRW3wX6J58_mVvsW1-Q5tr5wXLLhW7nrS_96HClp4N1D6z7nFjWRsW2tL7rd8fx8lKW6rs1725GTJPsW4kpKwn3dH1W9W3pVVTZ2w-LSpW86lsGC6M828jW8-_h3p5CV_3GN7l5m50jgXL2W8y04bc7lh9bJW900MFm5623B7W542TX07PpmdJW2Jsj6F8LHrhVW81wSW15N5Hk0W4SCJv78CX3y6W8S7S8v67QpqfV53gjt2pw1sCW7BvzHt78kg4_W8PJGdG6xclbqW711pfx24sFxNVmTFwh1j6g3TW15pQ5V3CmT-RW8xtLXg25T5WzW9g3gr_8vt9kDW72JqHD5CjLgvVrG0vg1TMn5JW2t_BDx84mz5QV_pd_y7ym7T8N83RWcHtSbLHf4QX_S604" target="_blank" style="font-size:13px; font-weight:600; color:#00AFF4; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="J8k/Mtlj">Watch on-demand →</a>
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<h3 style="margin:0 0 12px; font-size:20px; font-weight:700; color:#48607a; font-family:'Merriweather',Georgia,serif; line-height:1.3">Now live: The LeetCode roadmap</h3>
<div style="font-size:15px;color:#48607a;line-height:1.7;font-family:'Merriweather',Georgia,serif;margin-bottom:8px;"><p>Learning how to solve technical interview problems can feel disorganized, but this LeetCode roadmap helps group things into a logical sequence. It’s a guide that moves away from random "grinding" and instead organizes LeetCode challenges into a logical sequence of data structures and algorithmic patterns.</p></div>
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  <table role="presentation" cellpadding="0" cellspacing="0" width="100%" class="" style=""><tbody><tr><td class="hs_padded" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; padding:10px 20px 20px"><div id="hs_cos_wrapper_module-2-0-0" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div id="hs_cos_wrapper_module-2-0-0_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p style="text-align:left; font-weight:normal; font-size:16px; line-height:150%" align="left"><span style="font-family: Merriweather, Georgia, sans-serif; color: #ff3287;">"The shift changes workflows from cautious prompt budgeting to deeper reasoning, bigger tasks, and more complete engineering output."</span></p></div></div></td></tr></tbody></table>
  <table role="presentation" cellpadding="0" cellspacing="0" width="100%" class="" style=""><tbody><tr><td class="hs_padded" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; padding:0px 20px"><div id="hs_cos_wrapper_module_17460542166404" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div id="hs_cos_wrapper_module_17460542166404_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p style="text-align:left; font-weight:normal; font-size:16px; line-height:150%" align="left"><span style="font-family: Merriweather, Georgia, sans-serif; color: #ff3287;"><span style="color: #48607a;">— Elmer Morales, founder of koderAI, on the new Anthropic and SpaceX partnership that increases Anthropic's compute capacity via 220,000 SpaceX-owned Nvidia GPUs. <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBBj3hCZYW7lCdLW6lZ3kWW1qsMS18_ckt5W7cDTrF4YSl33W467STD4B2RC6W6B90Zl1Xv8nZW12TM_H6hyzTnW97f84l1WWkZmVPlvf61pl0TjW28BcSp7x29JvW5x1Q448QpVk3W73h_NF2X6w5LW2QQWRJ2hLDzVW4hD6Dk78lYGzW6tqGfD6C3gRXVlsMh367jjWRW5rZKlk7yYCrMW8fkXR72KPvw9V41bMC4stWmvW5_j5hl71rDXWW1Q1RHF6VJwQwW90Gk-P8fgDQ5W1M7MpZ5rZq37W4MxsKZ8wZs6KW5zGCG63FjrY-W2GhJ1h2xLNkGf59b2fv04" rel="noopener" style="color:#00aff4" data-hs-link-id="1" data-hs-link-id-v2="uSUlqMWw" target="_blank">Read more →</a></span><br></span></p></div></div></td></tr></tbody></table>
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                                    Musk and Altman’s trial is the show. The SpaceX deal is the move.

View in browser (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBzK5m_5PW69t95C6lZ3ldW98HKP76xfTqPW8rJ6gp6RRNtXW4kXhWb8jjshVW8wfHz57qXC4vW90XNZS6XVYTnW58ZWj453XP7zW7nd70z5Yk0PgW5XsV666YJPwYW3xDnYr8K_gtGW470FJd7D6kHHVyVqsf4kMygNW1pVVKv6GXCVPW95MQdT827wQMW97SHNY5clDLjW6vpvvs8nVLWLW6WRdMT4YXnD2W7445GF6k7d73W1ddhdT8cPsRvW66CMWT2j-5mnN3r6YFWmQS3kM8Zc7h8_kXHW4SklYV5lZyD5W94Np808qhp6BW5fb7Wc8RcWtCN4_SZ-np74WyVDX6G-3M-jW7W7Nnk2m2jpHHBW8gWGS852JP83W6K3dq14KRLPDW6shXCl6bXz3ZW4JwTvp2gczmQW167rtn5vyYV8W751BFz2ZjgX8W8MkRgh2n7pwGW7qpLwr2hJNc9W9gN3rD42pgq-f4t9FJ204 )

The New Stack (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBzK3gP0xW69sMD-6lZ3nXW1kXLWt8l3FdYW6l4qmX2BfsgdW6DjKkZ7tWqWLW7TjygR4cCFlSW4P3PRk6LvwBbW1bFF5S6T3G-6W8wLnsw1tnTTqW6ttLZG1qZm0tN6xm6C_tfmWSN8yGZvwtq39WW1vtYfM73T4rkW2mQw2h69KhkgW6PhVSk6Lkv4tN42chFrSJfTHW7x2H3Z4g5vL7N8n04kVzK54dW3Ldpcp4KQDDvVXxzBM8XGKq4W3wlDxf17spBJW6XkTbh2DfF9XdKxvfv04 )

Weekly Update  |  Issue 519

Together with

Finout1 (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBB03prCCW6N1vHY6lZ3nrW4Xlpt44c9jvVW47vYqQ4kknrfW6v0BmZ3vQxn_W1W7h5b1sf7PNW6MTNzm4sxP4hW3R4ckd4xx2LKVsFPDb6_bQhRW1lGrDT2ymN45W6zrCLf8-hNlnV2zHwh1lS9G_W3WJt-d4ByBCNW6XzmN735NfxPW5Xx3MP5-m7T7W1Bdvpw18H_ZPW7pJnR19lx1gwW1zVSZ13nXkCGW3fQXTJ6ygYp7W2-CfbK9kqv8pW58qF4q9fRXPhW6Yr2lX49qJLjVC5m_b2PgNd3MF2c7d9-885f2qH5Sg04 )

How Anthropic and Elon Musk cornered Sam Altman this week

Welcome, TNS Daily readers! We have added this Saturday newsletter, which focuses on the breakneck world of AI and software development and is written by Matt Burns, Chief Content Officer at Insight Media Group. We hope you enjoy this weekend's long read. Scroll to the end of this email for our quote of the week.

The AI race used to be about who had the best model. This week, it looked more like a fight over power plants, data centers, and who gets access to the GPUs first. Anthropic’s new SpaceX deal doubled Claude Code's power-user limits, but that’s the small story. The bigger story is that Anthropic just rented the full computing power (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBBj3gP0xW7lCdLW6lZ3nBW62gJW87dx3vLW8vBdMl1nsClNN1_JjV_9PQzSV_Hqwb8VkdwhW86_XJp1RDTd4W7CDlG78Xqx_QW5x5Xms45FFpjW7cDCLY5N2k9RW8zyCxz9cNQpGW8HD4Mb3T1nhgN55pkN2khDZtW86VStQ7FLdN1N6J1-w5mXQDZW1q3mqd6wQgmGW6xjFRx5kM0BRW3Jq8RL1WWZpwW3n9p0-3Lqd80MqBb_d8BX8BVfFTxT6xXBCvVr5ySg8FGrCrW6QtFPz6j4dwyW7PSBY03Bs5hJW3bm3Ck7Q4GLyW6MsWG82hT3J8dN0VDz04 ) of Elon Musk’s Colossus 1 facility in Memphis. Meanwhile, Musk and Sam Altman were in federal court this week, where Musk is trying to unwind OpenAI's transformation into a for-profit company.

Let’s remember the larger picture: Elon Musk co-founded OpenAI with Sam Altman, and Anthropic's CEO, Dario Amodei, was a very early employee at OpenAI as its VP of Research. Both Musk and Amodei split from OpenAI, built rival labs, and traded public criticism themselves. Now they’re partnered on a common cause plaguing every frontier AI company, including OpenAI: compute. 



As Alex Wilhelm writes in Cautious Optimism this week, I thought Elon hated Anthropic (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBBC3gP0xW7Y8-PT6lZ3nbW1sTqMw1rM66fW70vd9s8LMyPJW1mgsb_3bBWMSW3bMwVR6PfBV2W8b9X_t3wfVPyW65fVP273Q25PW1VVpV98KHZZHW5cGWfm1Kjjc2W8XrybS2RKTTyV5X_d63n_55hW6CY38F1LRF-QW2mLXqn14Wqt2W1WVV3S47ZcsBW5c2bb73njp0-W137Qmp4_MZPlW47Gc015bjdktW7QTXpD19Cm6yW2gKsg67gJpKMW7vWpqb2RnBbDW7P-5F_3Kt8FlW5cNZQs1Hyj-YW15015T3XYywlW1Jmndn11w3VVW8FyVRP1QXmh1W26vnNg13snF2W5CQPnT5GyVCFf69WFLT04 ) . Maybe he does, but it’s also possible Musk hates Altman even more because on Wednesday, he rented Anthropic all the compute capacity at the facility he built for xAI to train Grok.

Musk and Altman’s trial is the show. The SpaceX deal is the move.

Read the full story here → (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBBj3gP0xW7lCdLW6lZ3msW8sLjdK3G_ML3W6MHCTS2MglWGW11Pg004jrx--W7v6xZ_3GfB13W1vhVz08KsPpCW66mmGt6MMl8KW1yS0tC2prLnpW25dnRQ6p644WW7DBm2H1R_CL0W3-xpc_3K2Wd5W7NCcm54g663hW1fsBFh8QLtgfW1RsVg05M4r1rN7HhrbjmSTLGVjkd_B51gfv0W4QPMQd3yQMC6VsXQYR7KXBNlW9kYNj23m0-ZlW4mfBqg8yynrdW2v4scq28Fw8KW3hlFL85KhLTrW7m08sp37vSwbW3JbKdM3pqRS8W4qTdlb18pYlDd1Fyjd04 )

— Matt Burns, Chief Content Officer

Together with FinOut

Your cloud bill shouldn't need a translator

-

Cloud, Kubernetes, and AI spend is variable, shared, and impossible to explain with legacy tools.

-

Finout unifies every cost source, from AWS to Anthropic, with Virtual Tags that deliver 100% allocation and zero manual tagging.

-

Finance and engineering, finally aligned.

See how it works (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBB03prCCW6N1vHY6lZ3nrW4Xlpt44c9jvVW47vYqQ4kknrfW6v0BmZ3vQxn_W1W7h5b1sf7PNW6MTNzm4sxP4hW3R4ckd4xx2LKVsFPDb6_bQhRW1lGrDT2ymN45W6zrCLf8-hNlnV2zHwh1lS9G_W3WJt-d4ByBCNW6XzmN735NfxPW5Xx3MP5-m7T7W1Bdvpw18H_ZPW7pJnR19lx1gwW1zVSZ13nXkCGW3fQXTJ6ygYp7W2-CfbK9kqv8pW58qF4q9fRXPhW6Yr2lX49qJLjVC5m_b2PgNd3MF2c7d9-885f2qH5Sg04 )

Screenshot 2026-05-07 at 6.58.38 PM (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBBj3gP0xW7lCdLW6lZ3pvW815bFw50g10GN2cY_R2LX38QW9k35ln2hVvN0N20J5PPplMmqW6jLGqz6pjrNqN7YTCS7-FQZ5W3f_gzJ2lCkVDW3cq14V3g6XZmW8F_j0T7BcL0yW740Dj981BB6zW85xv-w3W7YhtW7-N1mq8mznk9W8SJlTH7C3slWV5qvmD3lLhDSW2QKv4Y8r9Cs3N3g3dQfn-nm1W42x-P62Rz_gcW8ysxW761hV9YW4Kpm_45hFNkKW4FXjs_1SkGhjW3LVtSk3WF7w1W4c1YHs5vKxcRW5h4DLF5gWkPJVWCrvd2XvP5xdKKHgd04 )

How Microsoft is governing thousands of Kubernetes clusters without manual intervention

In this edition of The New Stack Makers, Stephane Erbrech, principal software engineer at Microsoft, tells The New Stack how Microsoft Azure Kubernetes Fleet Manager and Cilium Cluster Mesh tackle the complexity of managing thousands of Kubernetes clusters across distributed environments at scale.

Catch the episode
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBBj3gP0xW7lCdLW6lZ3pvW815bFw50g10GN2cY_R2LX38QW9k35ln2hVvN0N20J5PPplMmqW6jLGqz6pjrNqN7YTCS7-FQZ5W3f_gzJ2lCkVDW3cq14V3g6XZmW8F_j0T7BcL0yW740Dj981BB6zW85xv-w3W7YhtW7-N1mq8mznk9W8SJlTH7C3slWV5qvmD3lLhDSW2QKv4Y8r9Cs3N3g3dQfn-nm1W42x-P62Rz_gcW8ysxW761hV9YW4Kpm_45hFNkKW4FXjs_1SkGhjW3LVtSk3WF7w1W4c1YHs5vKxcRW5h4DLF5gWkPJVWCrvd2XvP5xdKKHgd04 )

Essential reads

The introverts’ edge: How AI is leveling the developer floor

(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBB03gP0xW6N1vHY6lZ3n7N6W8f6lxgFYQW7LsvBm37LbhWW415LRf8sbS29VCWjwd3byWK7W7xTBvp6lLWsxN7KHz6V4Jq8QW1WP-r5675xnJN88x59Qd8NzsW3R04WX8VHrYZW4XfPL_1n0tjpW6swMMp49RLpZW7y4QN06pLL21N4jLS9PSPYRyW52FYMs1zJbnmW2q9G8g63NFNcW5ZZQ6_6qzHqDN3znJL48HbYvN1g0x8qYq4J-W7kmNx54GNlpRV7D0cm8Lq8ryW3k403k9b0Mf1W6HxvHn3PC0V9dNNFhK04 ) AI coding assistants aren't just autocomplete anymore — they're quietly reshaping how junior developers learn, survive, and advance in an industry that was already failing them.

I tested the new OpenAI Codex features on a real Python codebase, and it’s the strongest Claude Code rival yet

(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBB03gP0xW6N1vHY6lZ3pQW428YcD4Tl1s_W6tkwGw8_PJ0xW2s0cZj7Q7CH_W1_P7ly8dQxPFW86s9TT1T3HJXVC5NGL6Rf8l8W657zYd65FTbMW392Zf78tfQXNW7lqqyg2k9vXhW7LtKZz3QKZlGW51_91s61Z0ScW78Z6RN2WPmVrVkrl0h6BQz8lW6xHC0K2gbZJYN1MTXFX3l_RhW3w-sb630ZfvvW36jhz4527Cr7W1_FN641RBhMDW7RNVBW6XLlMZW53sX3s7xg46mW2sl6xj3-Q_XXMwXPsfC7txtd7Byz004 ) OpenAI has updated Codex with computer use, an in-app browser, and PR reviews. Testing on HTTPie revealed how these features handle real-world Python bug fixes.

The context window has been shattered: Subquadratic debuts a 12-million-token window (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBBj3gP0xW7lCdLW6lZ3l5W6gvfMC56ZQF4W4N-7lZ14k2T4VspcyS2vDQQSW64vMlj8DnwBHW98cHcY3fCrQnN8Kg06SMlswFW95kyBm3Bf7LLW4NKDKC96hKH_W4xGvnf8XMv9-W1kg7wF56vJZdW1Jmgwr2Nhlq1W3Bs3tg99NJzkW2RyJkV8G4yPgW1DH9jH500WlpW8LkJkn3H7v2RW4XBKGh3gTHMrN7cHT_stb7SpN5HXWYpx5-s7W4tM07Y4sB0zZW2CqDR76syz04N5x_Gb-KkhVyW42FCbR1C542GW2MbYZ37LnDYXW8y3R04115Tq5f5wx-Mj04 )

Subquadratic has launched a new AI architecture featuring a 12-million-token context window that outperforms GPT-5.5 on retrieval benchmarks.

What the 2026 State of Open Source report reveals about digital autonomy

(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBBj3gP0xW7lCdLW6lZ3mwW3rpnZt802RLZW3PchQG7d1Jv2W1VQQ1_1Q-sVkN1RWJcmSqnx3VrFQgD64CJWsN4_wY4YNDZlbW9dcfrT39FVp7W2Gw8QS9d2_q9W4fSg606JqtX9W5XwN7_3q8NqpW7QtFBc7ksh6gN6-lZGKvK4lVW2pfVSP3Rh0M8W5tM88b2h52SkW78n-SN2v00QqW4PNFLn6Rg2VLVQ2-sd2RCz7SW4260ts7CVxhkW59svwf8-2Zs-N7HPdgPz1QjcW48yKq74plflRN7dQ7pBPjRcrW3BzZ2R24TTt5W3f8-_g8HcbBhf34c0dj04 ) The 2026 State of Open Source report highlights the shift toward digital autonomy, balancing vendor freedom with maintenance and security.

How to find and unlock the data hidden within videos

(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBB03gP0xW6N1vHY6lZ3msW5YmWp-8RpN44W3yDtVn7YNKQSV66PJj5GSYRSW7w70Mn2p0msDW7ZT7C-8J62QRW2yZCPJ6tl1lgW3tSzfG3RBGv0W2smjZs5Y3vyJN8whRr9zxvlKW9hq1pK4Jz59jW7_kLsC6Dmm1kW6wjQ495_y762Vp-gTr31RPq3W2s6Gm088_D5WN2V8PpYj007xW8h0xHm7C5v2BW6nQPcS324PYtW4RlgWY6QjrXZW7yk-DM4N6TPXW6zj16Z6G2kqGW8Vvqyn6b2Hr2N7px3rDY-gLpf4ddn3T04 ) Unlock video data with hybrid search. Learn to use Vespa and CLIP for efficient video preprocessing and multimodal retrieval.

Featured webinars

May
12

Beyond the SRE: Democratizing observability data with GenAI

GenAI is transforming observability from a specialized SRE domain into a democratized asset, allowing anyone to query complex system data using plain language. Join us on May 12 to democratize insights via natural language, bridge data silos with OpenTelemetry, and future-proof your platform for proactive, agentic AI.

Register today → (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBBW3gP0xW8wLKSR6lZ3pXW3Tss7f2-9ltdW3FPL1C58cqXvW31T9_N3z0cNDVh6LnJ8yw_KKW803chV4jcYF0W8Y3YlN8JTJ0vW1v4GJj7drDfPM63ZhTYdC4wW8CCkpt5pgY6WW8kJDBg36JyklW2XHMkp6x78p0W6ypkT38k32dqW3q5hFG1TvXkjW19m0HD8wjBpqW3G6Fvt4BHGTxW9c8FP46Bfr_gW88nSMG2xkY4HW8wG0qQ98B4G_W1-12ST2plRq0W42RM9x4LB4cNW5Vq1rV5HwtrCW1J2CMK7645lNW22YgC53w_MQ8W5tc0yf3fh3DLW8Sclvc8Q0JYDW822Xqv1T1-wCW3fpsNK39cdz_W8StkcN4L4TPWf1lQVsd04 )

On demand

Your delivery pipeline’s impact on AI productivity

Companies are pouring money into AI tools, yet software delivery isn’t getting any faster. Why? Because AI-generated code is being throttled by manual pipelines, security hurdles, and outdated deployment processes. Learn why your delivery foundation matters more than your AI model.

Watch on-demand → (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBBW3gP0xW8wLKSR6lZ3nWW55dLSy3PR7dSW3m-s124crqHYVPC4CW9c8JWYW5bNhC388NZyzVJhWHX60JsSVW4fV22p4c6gs-W5vhKPW8cZqjPW8H7xht2NpTZZW7khzvh6TqRShW2Vk5M635vYzBN5mkGNDms43jN2B7rF7RFJ5GW6hHQqH52HRk7VYZH6H4hTdLnW6kpn-m2FhkrDVkdbHS3MBHV9N8vL3jlJZKCKW28Bb9x6q2YX7W7Vb-ZD8lvZbZW4vsmHG2nyRRHW7NdfzB3Z3Q0MW7VDMYg17gTwnW23f3Hb76kPTfVjSy6K4D5prbW15dfm_370Xv9W4s792H16G27xVyWfFN48b5HjVRnfn31TQdctf7ByhTM04 )

On demand

From vectors to tensors: Expanding the possibilities of AI search

Vector embeddings changed search, but they represent only a single point in space. For complex, multimodal, or highly nuanced ranking, you need more dimensions. You need tensors. Catch the replay for a concise, practical primer on why tensors are the next leap for production AI.

Watch on-demand → (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBCb3gP0xW95jsWP6lZ3lXW20C2-K7lmQmhW8JGbsx21F7f0VPJXNz8Sm8k7W71_QrT212C3lVxSzr_1YcPvcW4dfTx214YfwvW1R9wMd7cTCh6N7jW8Vjm69N1W71DZZk5J2Z24W2ZryCH2vh47yW7mTNgX52Lcx5W74hZyV4rhNH1VM_n4w40LzgVW3YqhS489WBkpW9m0tcn1X8W-mW4HV9z176qg1yW6k_B5l4R-k2MN6nDfqCfQwd4MQFblhsXQQlW7BP-tt5zxZcVW8m6Hf-2svNh1N48wvz8wK7Y0W4vqgC74R1s2GW1l1ThY5fMBbyW8xpPKm4dh9h4W8tNMrx2YZNHvN7pT22lYPvF8W57DV0Z7NSnsqW8zy1298WlVyVVztpXT4gk7ywf8bGD0-04 )

On demand

Break the cycle of spending $250bn on manual IT operations

In this deep dive, we took a hard look at why rules-based automation has stalled out, solving only 20% of IT problems while leaving the other 80% to be handled by expensive, manual "stitching."

Watch on-demand → (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBz65fkwKW50kH_H6lZ3nlW1BVHwF4nGSRXW86tCBp5vFK0bW8pzvgw4vw1vTW8nrLqk7Zq_P3N3P1cBCl9wT8W2qL4Dn83PYXlW6b7TZ22lTMG-W88x98Z1fyG9FN4mZyJ8vZhrfW4gWpHb9lTFWDW9d74WR3HtMsGW2MR_sd1N2v6fW8sC_r12nDmmVW7sdr_t6WpCmGW1JrzT57P-SBcW4V2yk26Qkr-lW6cvDk1195KVdW5WDZJl1SMBfHW5Lb8hX2rNPGvW3FWcyY6qr_QHW8QsDjm7gYXXnW4s-ZNd2kD93KN2TZsj_XlMfhW3nkRwq17qhJmW7WsNdN3vhGZ-W5V1l0T6DtH6fW3YCjPJ2BG0JrW4MYMgM3z-SqWW73svll78Fw9gW4zSZb93ltrp7W1pQ6LN7487wHW66FWk96QnqVqdLr06H04 )

From our sister site,  roadmap.sh

LeetCode (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBzK3gP0xW69sMD-6lZ3mcN6xCmLlhsvNkVcqqsH1HJskpW1PnC_L4K2chgV9vCQ-8Q-qD8W5DM_sm6GS81LV1kYrR5GcjrcW21cNw42JRV35N6QkR9p-ZKwCN4FtycdQbR-2W6FnKl98N4_m0N8ngj0hG5cz0M4lNDqPGTNmW5NpYvg87bNXwW3sMTbl6-YqDvW2NXJn4674YhYW77FF2F32Y06rW42Y0Dn8tQfPGW8n0YfW3HRlpYW4KwJDl2NR4HzW6qDlP5886tjlf5nqGW404 )

Now live: The LeetCode roadmap

Learning how to solve technical interview problems can feel disorganized, but this LeetCode roadmap helps group things into a logical sequence. It’s a guide that moves away from random "grinding" and instead organizes LeetCode challenges into a logical sequence of data structures and algorithmic patterns.

Explore the roadmap (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBzK3gP0xW69sMD-6lZ3mcN6xCmLlhsvNkVcqqsH1HJskpW1PnC_L4K2chgV9vCQ-8Q-qD8W5DM_sm6GS81LV1kYrR5GcjrcW21cNw42JRV35N6QkR9p-ZKwCN4FtycdQbR-2W6FnKl98N4_m0N8ngj0hG5cz0M4lNDqPGTNmW5NpYvg87bNXwW3sMTbl6-YqDvW2NXJn4674YhYW77FF2F32Y06rW42Y0Dn8tQfPGW8n0YfW3HRlpYW4KwJDl2NR4HzW6qDlP5886tjlf5nqGW404 )

Quote of the week

"The shift changes workflows from cautious prompt budgeting to deeper reasoning, bigger tasks, and more complete engineering output."

— Elmer Morales, founder of koderAI, on the new Anthropic and SpaceX partnership that increases Anthropic's compute capacity via 220,000 SpaceX-owned Nvidia GPUs. Read more → (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBBj3gP0xW7lCdLW6lZ3nBW62gJW87dx3vLW8vBdMl1nsClNN1_JjV_9PQzSV_Hqwb8VkdwhW86_XJp1RDTd4W7CDlG78Xqx_QW5x5Xms45FFpjW7cDCLY5N2k9RW8zyCxz9cNQpGW8HD4Mb3T1nhgN55pkN2khDZtW86VStQ7FLdN1N6J1-w5mXQDZW1q3mqd6wQgmGW6xjFRx5kM0BRW3Jq8RL1WWZpwW3n9p0-3Lqd80MqBb_d8BX8BVfFTxT6xXBCvVr5ySg8FGrCrW6QtFPz6j4dwyW7PSBY03Bs5hJW3bm3Ck7Q4GLyW6MsWG82hT3J8dN0VDz04 )

Connect with The New Stack

LinkedIn (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBBj3prCCW7lCdLW6lZ3mwW44b6kh3X8xH2W1d78s-3SqzsjW5lFFXM6tCdY9W3ptd111Bt3fbW3p3rT27zv6lRW3xQGvD4B6Y2QW3M1LYw6xxJSHW5zT4vk7Zl2B-W6H3PB34_XbV_W8k7fHs5qp1wpW4hjk7P1WKQkBW67xrr84tcR2GW7f2JTB4qs4FPW1qkksv6HdkVQW3W8f057zBPWfW2Slpv73Hp2cMW82qWR_7jzqg_W5W2bV698_jJ6W4TkJ6K5JKnk8W1GbB0Y8gJRcQW8dVqYC97GP4ZN1WwjBw_v-VjVCx9GW718xfnW2Bs_2G7yM2QYdwHwzj04 )

X (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBB03prCCW6N1vHY6lZ3mwW4qcWZ85KZrT1W7md6Cv47WGQ3W12jtMB2T6pD5N49XN05YcMnQW7YKxfB5Dp2kyW1sCYfn18rb6JW1MvqWF7BdCKVN8zWF_pzWl-QM1n_V5RN8hPW6qwSzd4lds3RVwDXLD2GCQ-qW4g1Znj8D6KHwW4qZt1z5fKPzHVXLmYc3MRW5NW3S-MDw5whFdNW3K0H5d5GLC4jW90w7N14t_3_xW2VGB3q2GmbpPW5srRYs4TpWGSVQqjRX4CTSz9N3RSvbfT7GGSW7jRY_w22kRHrf4L7dkF04 )

Facebook (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBBj3prCCW7lCdLW6lZ3pPW7LtPMM9gV20bW8dDv3k2D5YD5MwgB_9GYV43W8sPNWy4whNg_Vqll1V1zfWCxW3Kpyrs1JWxtxW2CK57X89mhd5VwwYjM59sFk0N38RWGbbjQYgW74yHX_3WsJrSW1GTglf2vWbTBW18SMCV1T9YLnW1tBlL93kVZnpN1nL5sy_zn1_W77QkcV7bSxLSW5lCfFL84R-nMW60sDwQ58c7fQN6Vnp1GB4nxyW83Vpjt98q3GRW5HzqJx8wtc6vVRK3jj13R8dPW2ZJNFV1nft8HVPytWy6HQ9DXW1MRGXP5thjFDf2sRlSv04 )

Bluesky (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBBj3prCCW7lCdLW6lZ3ngW8gVSdg6L1dz3N1-S4xy3z3RgW3t7-2y6kvm5fW4hv2y_6LdG2dVl8Y0n3wC3FpN9gnmJmSYH3ZW8kVVvb6cT8tKW19tmZF6HFHgpW4xjjb03rLD2TW8_lb-Z2HHT4XW4z3qWJ3s3DJWN37_M_W7fsLDW2pBml-2ZbsVtW5gNK2353LNBlW3TTS9N2cCQFbW1GTZvJ6m35z7W2KR3xP3tXjXZW4FT6Yv4skqWKW2BxY6y2PxgBbW29M-SV6Z0t-SW1J-5sj7bdcKDW10CFSs3-ND6pW5Y0gYl7WKb60W70tT1w5l5qhMf4GbfR404 )

Youtube (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_t2y85kJrmW57ydWs5-z23pW5n2k0f5NSH2FN2VVBBC3prCCW7Y8-PT6lZ3pdN8RmQjKv4GcxW32srp95sgn6rW7tyjpL6_YSrzW9f9j1J6y2vFNW72NyBk8fDrh0VfcQGD5rD1b8W3ZBh0W4QdypkW4WD_nT2qRmNVW3vpT-373MyZcW7ggJBc8rfN3wVTJpL22dk68fVxzmGS8HWSkWN2ddk7BdBt7dW5fSLlB1Rl16pN2cLZTzClw31W7wD12t6J6P91W3snFs15BwKW5VzPQ962Wqyx6W26nB6z2mrBFVVwN7-b5SxvlcW6Js2pm3K8170W8mdWXR3Z_GN1W4YdzYN84XqtjW3YL25B34CccmVCtBt-6qmGT7VfcNNQ2ykjYVf9hFVgW04 )

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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-LHW1-Zl4w1Y_D0yW2Tz3Nn4tGBTgW1BNYpq30HTlLW2sKF5c38mJX6W36m3xp3zkv2QW3QCB2w4rjzmVW3C1swT45wcl1W3R0Fs_2-8fczW2-q3g420YJp1W1Z5rzz1SlXRNW2sP0m14rhkQNW1NBrMG3V-cgMW1X8vPg2Wy2xCW2r0fJt38hzjpW3XKd933FfM5lW4pzDNb45XfkKW1QmvsB2Cth1fW234mTb3yWF3dW3bjbyc4pqFQpW2Pvkxd1B9B0mW4mmYp21Vy_zBW2t7sq_1NsNsqW1X6rRq3bw3CTW3z46Gx3-1WVjW2zDrdL22WnKGW4rDKBg3ZJBRDW4kcTZh1BKgPfW2xMLZt38wdy_W23r8l_3ZYtSjW4cR12H2-dT1RW43qSDw232FZ1W327SZP2RlkzCW23b7Zs256FpdW2CCPLq3bccFcW3zccTT1LzMPNW1ZtP8Y3_C04kW3XKBGr23l4R0W3dkfdY2Wy6q1W1Qswk63ddfn0W1NlZP62w1v7MW1N4l4B2FFHhMW2HsxxD3z8lMzW43CVs-2PLdpkW49NqPt2PPf06W3_-mNj4pbFRCW2YNRR71NyL1BW1LCWBk1R_p0fW2YPB6-1X5-gxW3NH97H2w4PK9W2-zQMR1NtY7SW2xXXQc3Cc2t0W36DFRd4mBGmBW4rvD5F38n8HjW3XWf241VjbdnW3R5Gzs1LnnYNW4tkK9d2KxqZNW2t2BJ93y_-gfW30yg051SzzdTW364zky1QCpxk0&_hsenc=p2ANqtz-8YB0C_JdeHbjd7tXVc-2Umq9CkKbpMVD_UqhPcU80b6ZPZDZxnOuFup6J7OGmSZEzlZ0Ua2bVKmSxcGAizfZqHd5M4WA&_hsmi=417922305 ) or unsubscribe (https://info.thenewstack.io/hs/preferences-center/en/direct?data=W2nXS-N30h-LHW1-Zl4w1Y_D0yW2Tz3Nn4tGBTgW1BNYpq30HTlLW2sKF5c38mJX6W36m3xp3zkv2QW3QCB2w4rjzmVW3C1swT45wcl1W3R0Fs_2-8fczW2-q3g420YJp1W1Z5rzz1SlXRNW2sP0m14rhkQNW1NBrMG3V-cgMW1X8vPg2Wy2xCW2r0fJt38hzjpW3XKd933FfM5lW4pzDNb45XfkKW1QmvsB2Cth1fW234mTb3yWF3dW3bjbyc4pqFQpW2Pvkxd1B9B0mW4mmYp21Vy_zBW2t7sq_1NsNsqW1X6rRq3bw3CTW3z46Gx3-1WVjW2zDrdL22WnKGW4rDKBg3ZJBRDW4kcTZh1BKgPfW2xMLZt38wdy_W23r8l_3ZYtSjW4cR12H2-dT1RW43qSDw232FZ1W327SZP2RlkzCW23b7Zs256FpdW2CCPLq3bccFcW3zccTT1LzMPNW1ZtP8Y3_C04kW3XKBGr23l4R0W3dkfdY2Wy6q1W1Qswk63ddfn0W1NlZP62w1v7MW1N4l4B2FFHhMW2HsxxD3z8lMzW43CVs-2PLdpkW49NqPt2PPf06W3_-mNj4pbFRCW2YNRR71NyL1BW1LCWBk1R_p0fW2YPB6-1X5-gxW3NH97H2w4PK9W2-zQMR1NtY7SW2xXXQc3Cc2t0W36DFRd4mBGmBW4rvD5F38n8HjW3XWf241VjbdnW3R5Gzs1LnnYNW4tkK9d2KxqZNW2t2BJ93y_-gfW30yg051SzzdTW364zky1QCpxk0&_hsenc=p2ANqtz-8YB0C_JdeHbjd7tXVc-2Umq9CkKbpMVD_UqhPcU80b6ZPZDZxnOuFup6J7OGmSZEzlZ0Ua2bVKmSxcGAizfZqHd5M4WA&_hsmi=417922305 ) 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, especially from some administrative role or process. These are certainly garbage. There are no accounts to expire. There are no passwords to leak. There aren't administrators sending messages to liamon.com addresses. These are certainly phishing attempts.

Absolutely ignore those links!

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