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OpenAI says, “Welcome to the AGI era.” Fri, 04 Sep 2026 06:04:42 GMT
Google's new Flash model can match Opus 5 Thu, 03 Sep 2026 05:59:50 GMT
Anthropic just shipped Fable 5.1 Wed, 02 Sep 2026 06:07:41 GMT
Positive outcomes only Tue, 01 Sep 2026 06:07:22 GMT
Why Nvidia spent $12.9B on Hugging Face Sat, 29 Aug 2026 12:59:52 GMT
License to bill Sat, 29 Aug 2026 06:05:28 GMT
Anthropic just gave Claude its own browser Fri, 28 Aug 2026 05:58:48 GMT
Proxy makes perfect Thu, 27 Aug 2026 06:07:45 GMT
Perplexity launches Portable Computer Wed, 26 Aug 2026 06:04:38 GMT
Junie in the bottle Tue, 25 Aug 2026 06:09:27 GMT

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From: newsletters@...
To: [email protected]
Date: Thu, 27 Aug 2026 06:07:45 GMT
Subject: Proxy makes perfect
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		<div id="preview_text" style="display:none;font-size:1px;color:#f2f2f2;line-height:1px;max-height:0px;max-width:0px;opacity:0;overflow:hidden;">Plus: Z.ai's GLM-5.3 Flash is cheap, good, and served on Chinese chips ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ &nbsp;
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							<span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a">Together with </span><img height="24" src="https://cdn.thenewstack.io/media/2025/11/b4e84526-bit-cloud-wordmark-black-transparent-1.png" style="display: inline-block; vertical-align: middle; height: 24px;">
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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">Proxy makes perfect</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"><strong>On Tuesday, Ollama formally restored</strong> its Claude Desktop integration, allowing Mac users to choose between local and Ollama Cloud models in Anthropic’s app. Qwen, DeepSeek, Kimi, and GLM now appear behind Claude’s familiar model picker.</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 first integration, launched in April, lasted only days before Claude Desktop rejected non-Anthropic model IDs. As TNS contributor Paul Sawers reports, Ollama returned with a dedicated local proxy, a Mac menu toggle, and mappings that put open models behind Claude’s model slots.</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">Flip a switch in Ollama, then pick a model in Claude Desktop. The deeper story, though, is whether cost, speed, and control make this integration useful, given that Ollama and Claude Code already offer alternatives.</p> <p class="p1" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px"><b>Go deeper:</b> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXHb3qgz0W8wLKSR6lZ3mWN2W-4lw73TZJVrC23S6xmxZdN7qmF1Qb2c71W4sd5Pj7SZG4-W11TtZK2RL680W3jXlL_1439FtLXs8wMLQk8VT-c4856ncr7W8mDw-_1Jfz8NW8XpS8z4bD97bW5SK66r40sqD0W4zp69D13Z2R_W2RT6n_5GrtkqW1x5923279FygW4dnh4P2wGWgCN96C45zNclHTW5jJplb8yDrjgW2Bydbw7_z2mhW718RXQ6S4R9VW6N_5Vb28y6t8W3_hR-S90Fp9dW32s-454J90LvW8qP8FN86CylnW2TbVWC5YwrdkW79p93b34NGplW7dQpJ35Ym-bCW5vY8q62LdfJ3W8_s3PX66GfK8f4hM9WR04" 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="W72LvOkP" target="_blank">Claude Desktop can now easily run Qwen, DeepSeek and Kimi models — after Ollama’s first effort stalled</a></span></p> <p class="p1" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px"><i>More fresh reads from TNS:</i><i></i></span></p> <p class="p1" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px">▹ </span><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3qgz0W7Y8-PT6lZ3mXN1Dbc2w6zKs2W8_L_y55lHx7fMY09D3pVRDlW8TZPL58YHF5qW1L4NDL4YCF1vV4hGq23xqQSHW1mby6K627rJCW33h70Z54GKKRW36sLsr3k25QfW4rRJhM46y7hDW8X0Hj05kt3tsW4-ysc86xKnv-W5nvGcQ7bpGzxW20blCz70WskTW7YxYWM96cpPxW4ZJqHs11ZN6qW8G7Ckm5rnRXHW2TsLPh6JrvsnW5ybN532yzXwBW6JTmb04zx4klW5tP8dg99Dhl3W1gKcV88cQ67lW2fb8tV5c7YFnW7VVF4j72TtPyW3ZQzZP7mdGTLN7NhvmdBsDq5f4tgKZ604" 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="1zZiQ2WK">Z.ai’s GLM-5.3 Flash is cheap, good, and served on Chinese chips</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/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3qgz0W7Y8-PT6lZ3l-W1C2zSg5sGq__W7KMZbg5Z-WmxW1Kb5vG3438jdVZvpJD24FqFgW6S-Gnw8sndZdW1Jx_NF2cMPP1W8-Y3Dm8wQH3VW8bD0Xx4cwX43W2kv3Dj879wG8W3FcB5v1GzwsYW2J_x-M1BRHF7W92_QsF6GDQX1VVQQbl1N-bf6W4lnff5658GzBW4tdr1-9k1-hVVVP5nR2HdxMzW13hjbg7CwXpJN5LZHpHcd3mfW9ffGyV4SfkQSW8_qDyG5Jgz84W2mFHwV53L7VkW5xldWr5b9z06W5qzxW86SYtJdW3NTKzt8Rg3GRW5kHGVw1t5rPRV9kjw36nGSNVf56kCYx04" 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="lEOVoPD9">OpenAI’s Astra can do a researcher’s week of work. That’s the problem.</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/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3qgz0W7Y8-PT6lZ3l9W9hm5CM5Z-8ZTN5wTvjjw2RjZW8PLq3z4f0MjWW7b55ws1F-RwvW8xhTN53tKnxwW429Xxj3Tvmz1W7NNj57720Yf2W97qbJS59wl1GW8k9j571FV02vW5M4gH_4BYtSsN5jl9S3p2hddW5dqPZh1TT4j-W7h2H0f3jYmbfW1tCS471_yTtXW7yV6v1540t_-W5w1RNG2T3KQgN1GXRr_xrHXhVzsMtz6kgGRfVcbbH61gbJp_W3H3BQd5wshY9W517tL14snrnZVp_P3r4Q1LdMW8bvvk4683XZ9W7DMxV72mbgY2N8Mh7lx3dYVmW8P3KTH5hsZGMf7J_L4404" 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="80XIr02Z">X sent Nitter a cease-and-desist. Then it went after the source code.</a></p> <p class="p2" 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>We’re looking for hosts for our Sponsored Podcasts and Webinars. Can you lead engaging conversations, put guests at ease, and bring stories about technology to life? </i><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXHb3qgz0W8wLKSR6lZ3pDW43-qkt9b0QYbW2rT93f7cYth9W1L_N4W28zQwlW4D7jn86QkzKPW88_0zd71_99rW9ffv9526L6MCN5Ytp-mySkgXW1K3dDt799cV0W6pKHXQ8js0V5W45PgK81fjrClW7TKhg67-fshnW5p1hvK63KKt0W6_r5bm2vVm1KW61CLv_8d3cRMW21psy-29N1XkW7Q4FMd5f71NMW519ZS51cmZj9W7NGxW66Khq34W8f57gV44SZH2W72Zn-S3wjb2KVJzYy74DggPDW43W5R_6TyV2XW5JHNcf736gqNW68sVBX7YttHFW8Ty44S1NSR2kW787Vss7ZYTN1V6bXbh8sDB86W11JKD_3vFJs-cDCj804" 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="G7MW3kcb" target="_blank"><span class="s2" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px"><b><i>Apply here</i></b></span></a><b><i>.</i></b></span></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/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3qgz0W7Y8-PT6lZ3nbW941H5F8V6yBNW8N4Vlh1DLWD9W42drFF8ZKT5fW1vV8bC6Ly5dpW7yyrhM54jyKqW5nXN2R29gxH_W5Jr4Lf6hmyhMW412p_h2wgtl0F5nGg9QKDxkW3hTjCQ3k9XFGW9f8BZr22vmmCW7D7BJZ48MG-YW12rG5Y1D7fnVN8YcgDsJ-cF-W7B0J9W1zl9QPW62c5RD2hB2nBN2f1Kd-8LCrFW7cW3dx4Wyy0_W32X7k54pGb0pW831tjh1lWN-1W1G-YJD7BZ8_JTsrzl8vSDVrW8cPPZ945hGHTW95jB8G1l91VwW69X0lh9gN7lSW6PyZTn4nLVprf7Nmw7204" 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/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXFq5g8t6W50kH_H6lZ3lSW93jx5v1-NrgtW6ZdRK390BNjfW3V5FT_7tHlKzW6wfsSF5-P_MyW321pW55-v9ZXW4wdfjK3LP-M9W6r5d-x9gzqK8W2cNVTC3T91hSW9d5m5r7JgxkwW6zjfQY8RMVJNW7dlvz01vJRDpN6nkxrWQ_N_gVCmcZ34y2j58W85Jg4k4KWwYYW7kdD8d7_MGhZW3G1hqr4Q69s9W56Xp3T8-0C6xVsQMWm7_s-fyW7wlzX71yDmt0W8W_pf27w4LX0W4hn0yw8Tm9_dMf5pK8mVjHwW1gYrW733T4VJVng2hK6H19PNTWb2P3883tvW2gCYfZ599jG4W8SyqT_3JRKPKW3zwNMT8zd7CkW8mq93r26PhshW14xZ9m8g9nPSN2qYs_R7SwWqW8_5WWd2_7-D2f3XGnT404" 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="Q5BeOvlA" target="_blank"> <img class="sponsor-banner" src="https://cdn.thenewstack.io/media/2026/08/6ab8d2f7-linuxfoundation_webinar_10sept26_discover_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"> Your alert rules are multiplying faster than your budget </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">At scale, most observability platforms force a tradeoff: alert on everything and pay exponentially, or limit what you monitor and accept the blind spots. Join us for a live session on alert-rule sprawl, false-positive fatigue, and siloed notification routing. You’ll learn:</p> <ul style="padding-left:25px; margin-bottom:8px"> <li style="font-size:15px; color:#48607a; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; margin-bottom:8px">How PPL’s Unix pipeline model simplifies multi-step, cross-signal alert conditions</li> <li style="font-size:15px; color:#48607a; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; margin-bottom:8px">How the Unified Alert Manager replaces per-tool notification sprawl with one centralized system</li> <li style="font-size:15px; color:#48607a; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; margin-bottom:8px">Why everything shown runs under Apache 2.0, no feature tiers, no licensing negotiation, no ingestion ceiling</li> </ul> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXFq5g8t6W50kH_H6lZ3njW8ltt0c1QzfZqW4s6YSN2KgMP9W8SyJ6B7R5hBnN137KLf-g55XW5qQr6g5KvDLbW3dwLQ22130_JW8CS03D6PF8XKW5j5Wjx7KdQHCW1qbLJN3GFZ1zW14yWng8WKdQJW31tZZw5h55P5W2JnWBg1D4j3zN5gZy3TJRRRHW3dllK77ZV8tFW7cV2Q_4G7B9SW1MKWdh6x8jDXW8H5lR98357cjW7JMMmc2RRVvkVWWDtB23pBRcW1zhFY-90G_kWW5t5dJN2kcqntW84Bg6-8v9-QvW3FvJrs917xJ-VNjbP93hMnsWW73FQbv1-TrNYW2sLyGh2FnXbnVR8WRM6FmD0mW5Z8MRw3LyVmMN2fq3dhX_wDRN5T-_s3nQVGnW5jywgn2qJVg4W1T8Pzr6q0dwBf8P-DSz04" 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="Z1tJDdvh" target="_blank">Claim your spot</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">Z.ai's GLM-5.3-Flash is cheap, good, and served on Chinese chips</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/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3qgz0W7Y8-PT6lZ3myW67QnhD1hX0hkN1zsmLJyxVHvVBDkwc7kPmmVW69tQt08hY3pNW6mbzSK6ssMKlW46RjSN5jzjdmW60BX987Cct0dW60XKCk4WV3xCW95G4d367lwbmW7BWyQQ3h9tBzW9lnCd65kFVhZW57cw54372yJkW7bW8qD5wGRz6W11xPjL1sPCYtTS0bk1x6k3ZW21KTtH438Yn9W2c30s33MDbsbW31c6gq3tY-53W4JNpq_6_QzTBW3v5N3M5TQH7FW6-HdBs8Y5r49W3B4zfK5D7Q1JW3zQsJR4QhdSvW7mymZ-4WSZ49W5G8jHZ3615VxW5rTlbt4j1kHzd4vk7Y04" 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/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3qgz0W7Y8-PT6lZ3lLW73WtVS2nrRD-W8jGjMd48TssVW6CVxW42ydGdKW7r4ZJy2_D7QpW4Tw30G8rmd5BVbZgml1nHkNKW7F-1K06tqH8wW2krk6C8yd6zyW2lHKWz8T2qjbW1qP4MN11pR1VW2pFlf_4xZPppW2mpBs51lCCX9W6Wy2qm5_x5lhW2yz3MY35spL0W1LDK9S4Wdg3nW6m1CVt8GsdnCW8YrCDT5z5D9GW72XPVT18fMN8F5zgdz1sB5TW8V591Z3y_6XWW1Zsw_899PtcmW5TL7FK3p2H4kW26Wnnm7Kc3XjW16TN-Z44syCZN9bRFXCg86-8W2LL9Cl5qt5SGf9bBdG604" 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="CAHj3qzM" target="_blank"> <img class="hero" src="https://cdn.thenewstack.io/media/2026/08/13201659-chloe-5-ypji0hegq-unsplash-1024x723.jpg" width="524" alt="Featured image for: Z.ai’s GLM-5.3-Flash is cheap, good, and served on Chinese chips" 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"> </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"> Ox-alpha, the stealth model that quickly became the most popular model on OpenRouter in the last few days, is actually Z.ai's GLM-5.3-Flash, a 320 billion-parameter hybrid model (with 18 billion active parameters) that the team specifically trained for ultra-low-cost inference. On Wednesday, Z.ai unmasked... </p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3qgz0W7Y8-PT6lZ3pVW7_w0k14btWznW5CZ0Xq96KXhDW5568VZ7FMQyqW2tNWwy7l1Vp9W4DBvqd2HhwbVW4hPTsx2hkSNwW2QJDns5xNrrXW3G1fT-6WgvJjW2Yxp9G19cDhZW3yN2yG2M6F8mV2Bpxv7S-5tvW6W2QDL5rYdJjV1_5W0808jdTW39yzkL6qss_QW4FbTZm3ldKlyN8CbsqYptsWTVmR9Vb7sD4CDW7k-b3339JTdYW5jskwJ4cG_BNW61NFq15VyP5bW3q25hS32wllJW7RxYQW59KVx7N6l_b72X33gJW4THzHD3mJ56fW7rcz2n5L8qRtW9hRWnp6Zs9ZrdgrDxR04" 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="m+LlRbKW" 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">SHIPS</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</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/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3qgz0W7Y8-PT6lZ3lCW36WzHP4s1pT7W9cgXJx3QT0NcW614X642mT5P7W2sx6HM4xPgnDW7cL2dV1Q-HB8W7l3vGQ6n9Zg-W54Fl4r5mrGkzW30Qvgg1W_wZ5W7d7ZY92g-WjtW3pRBdr2zyDFvW8Mc7n373NtdJVKLqKr6g8KZYW64HQZL97rmTLW54LtM659_5sKW6GnH3m531N_xW5pRP8B2NzFHQF6QDBySQ051W8GNGpN97H-3TN9cQMjwC9y8yN6PD3PGkSvCWW4s93Yr3Fm-zrN1P39z1P4WjZW24ZHX26rX6LWW1qqd2Q7PSz4qV_wxBb5Vl7vYW6nPl-t5SgCcLf39RlDY04" data-hs-link-id="0" data-hs-link-id-v2="zeDR4dXD" target="_blank">Anthropic's Claude now has a browser of its own</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/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3qgz0W7Y8-PT6lZ3mjW6y28vN5yNFX_Vpnz6j4WdZ0PW2YJSzR6VzmHjW6x31NW6532TvW1t4nq62CQ3cPN4cvWG627x2NW28gNXQ7HvjJSW4gL1wX18p_xyN2VNnTV-0tfnW1CMrsz41s5NZV9lwDT4tMpZWW3Zf-lZ27rnr2W1ZcZPh2Bgh9lW4Lr_2_6Tg6cnW1MpN0J3KX3c3W2WSWZd6QdTT3W2CjC7D2fQF7WW6695946JWqFwW1_Zshx6wMzPTW4Q99-47gt-cFW5msrtd15YtDtN3ntq692zHxCW2bn68Y7lhQSMW8-FS1g5dN5hZW2dP9Xw83skbnW3Twz031Jy6QVf7DTdR804" data-hs-link-id="1" data-hs-link-id-v2="BhaE5+a3" target="_blank"> Frederic Lardinois </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">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">Open Source</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/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3qgz0W7Y8-PT6lZ3kZLfN2bBW996W7smQ_P2B5H6VW51PX421kk95bN4N99XmySDVDW17VR0X4jW7cKW96vQ3013TbJpW1QMQMc8cL1J8W4xDDZw5f6cZ6W6MS2Qg4xvTP1W1mQftF6CxfRXW29mT5r3vK8lQN5j5s8ctJGGxW6h236X8C5Zh7W1G320143y28dN304yTP_VsZXW8McsX67dYvfPW66FTxS3L918tW5ZS1JX9cVQs_W2y4Wc23Xfk7xW86_rjd2q3-kpW1BnytW33dKg9W1XWY5n7hKQ6JN3FP6Q5QLkPXW7Rqkzb82RwKlVckH6L54S0JDW54R-xQ5DQL1gf4Kyfnx04" data-hs-link-id="1" data-hs-link-id-v2="AuCxo76X" target="_blank">X sent Nitter a cease-and-desist. Then it went after the source code.</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/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3qgz0W7Y8-PT6lZ3l1W5zrfp44DjVv_W2vzCrm45MLN9VPrGrt4VZDN3W2xD6dl2Rv49vW4X-nym89KrLpW4nFLXL8xQjLdW6C_lqf1Qp6kZW8jT_1s3rKs5QW2vslnR28S-cbW6YVJ9p4xqFWsW1XD2fJ9ktd4wW4J4RzW8SjswzVrL3lQ7w5yfTN6kYFJYMPX37W9f4Ktc6520KyN8r6P9CmnYw5W4hBVZS4qf1RYW62xmfg1YCSldVjkLsZ45RCZdV-MR7b3vky3gW7tPC5v2Q12RsW9jsttn1dH7JyW4NK4Xv61cqZrW3Gvzmn4MSy5tW7YZSSG4lgy47W2zd-P65vfXS5f92_V5z04" 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--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">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/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3qgz0W7Y8-PT6lZ3nFW8mlf5K6hCpjMN1GDXnXNlXdnW3c-pFv94SWrFW8mvWtd2VRyVPW5v8zHM951w0jW4jdnJX3qbkJcW8Rgm-T1n41r_VlPd-M1wz94TW1jXQ9Y7rDW7ZN5XHZpTBZztxW8x06DV4_WyJPW5VFpXn1drhqcW6mHRGC7JZTs6N1LvLqJ76clqVfmwDW3T05xnW4VcyMM4rpMpMW40B90-24Fm-lN7_7z4Qmp8k6N5K081L-Sx9yW2h-nsr7mNdkNW682Kcr45fsPPVTFktl2jc6FhW3XYm9k4gRTk1W4XqR0p81Yq5JW5WL1xT441fs4N77QNjPD6_57f6m1BRn04" data-hs-link-id="1" data-hs-link-id-v2="0mUPZl3m" target="_blank">OpenAI's Astra can do a researcher's week of work. That's the problem.</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/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3qgz0W7Y8-PT6lZ3pYN7X2CSd11PdlW68Jtkd38CBggN1pdmpLz7kfHW7jnMRR4DHDzvW868Nn31wkD44W5DBQHs3s5r07W3kG88F3RTHkKW8XSN4x35C-bxW4fC9b45scP6fN43gWb8Dl-mFW2B2NY959hZySW4l25Wl84x2TbVj6gfj8qBBRVM_WrlMCJ-hpW2XzVWt5vWfnfVw0T_y3grXsYW1462qd71y5mbW8QWWFs5vTsjKVw6ZX368hGkSW5J_t7m3v5RtwW4Mq3QY5pqBXpW4x087x8mnrRtW5hRdWN3gjWJbW42NBm51rmmM7W4zFt007cQqJDW4Sg5wf1kDDzXdWJNv804" 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--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">Observability</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/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXHb3qgz0W8wLKSR6lZ3pPW3kcLhS7WHz-nN8zXrc3r20vYW2RB_BW5bC_M2W6YwMbm6mwCqNW125WsG6G7RvjW7_nh7r5DXVwhN347Cv7z72HBW5FVzNP7FH5wKW5k-dB84PJ8r9Vqcx9086QB3hW5Wfs208BRRhQW6PKyNz2JLYZvW2Shy0F1jPMYxW2JhGbY3J1s7FW77kTsC7hXl70W4nprq_2vsJ9rW6LCWg92T-N34W6kzxq_6C8KxfW8q5cjS7LXC6HVvr6BD2GY4fHF8X69nTNkv_W1cfMrR6vSQqpW1VJbcT7393cJW35rv8l22k_2dW9ltPw53l724WW1NFn7s87hCk0W6vjvmH5zb0TRW8RgD162lVs7Tf56Yhbs04" data-hs-link-id="0" data-hs-link-id-v2="JQ43eKSs" target="_blank">Observability has a data problem. AI is about to make it worse.</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/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3qgz0W7Y8-PT6lZ3pvW59QlPw4-JTRwW1n4Szg5Nh1LvN9lqLdhK2BS0W94jqTX5DnPbrVgSYjz5wTMvyW4kqbvP3tTKf7W2shnsH10sHflW722LJh7DlVMFW4x78xk7XgC6KW2k2T6c6G5VDwN2JLlldDP8-4W1dwGs38fS1NbW5zwsDh123mpXW3MJng81hjXSjW62hVML1BTjcSW6s0Tpb3wYJhjW15cQzW3r741jW3r8Gvs5rdbfzW8dDzGg4d1yCwW7Z-rXs18kf5BW2Htbdg6Xdv9cW2Vb3TJ8FQlNKW1Wc3Qd37FqcVV5701k8SykMxW541nhg9f92MBW1T3mVq2TDVN5f1g6plW04" data-hs-link-id="0" data-hs-link-id-v2="J3Uj4291" target="_blank"> Will Kelly </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">SHIPS</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/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXHb3qgz0W8wLKSR6lZ3m9W9jw__61tsLRsW293-cf30YsW2W3cyzb79fBpcMVJpgsM5nHWwjW1llwJs4hjwx0W8SMzZr2kfk67W6ryRWG4Bsk28N4VHfnZFR8t-W6ZpyvY482Xl_W9kcBXL8QFkclW5HhXXY2fYsgrW8zRtf_1xTCXbN4y865K5nfJMW1mYbK72rQ69-W37qhTF3t4bLRW8x7wDh5c96b5W80tZXk976X7CW2fGkKC7VKrHmW5W8WTS70l3B8W3Crk8k2q_2_NW1Lrqtg3YcxN3W6M6xmK4_9fcFW45QMq72fwRkVW8pXrSv4_VYN_W8n7bpv4BqSFZW50nMPP3FF6dhN3gsDKzxx-bFW23jhCl1ZrQPpf8nyvfF04" data-hs-link-id="1" data-hs-link-id-v2="cGQJfL9O" target="_blank">Claude Desktop can now easily run Qwen, DeepSeek and Kimi models -- after Ollama's first effort stalled</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/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3qgz0W7Y8-PT6lZ3k-Vr2whc6t6Pz5W8kKnDr533WyzVjSqNf2rLfwKW3cD3Bj2fqfS1W5Fhf2Q5PgwqqW4DTlGp7WP8y4W6Kw_Gy98g3ckW8lL9kS6YHff5W1H6vMy5HfbvzW3hSHCD2knxKKW74Gj4_1fGSrxW3NhgWm4TJgjHW4pfdkP1L3KmwW2XFy9v8v8RjrVl2ymy76HTRwVPqwSh1cbHKbW3kfQGz1SX043W2Z-SjB2RtKZvW79Krcc3tznbFW55QsPM3bCcq-W3xZHgZ85zv5TW6nFGG954_GbmW5R2cKl2wyZ41W6wfTjr3X_8LLW389HKj8Jlpk5W8jlDc_67fywtf7h-LW-04" data-hs-link-id="0" data-hs-link-id-v2="+oM0MZMP" target="_blank"> Paul Sawers </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/2025/11/b4e84526-bit-cloud-wordmark-black-transparent-1.png" height="24" style="height:24px;width: auto;vertical-align: middle;margin-left: 5px;border: 0;"> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGj3qgz0W6N1vHY6lZ3nTW2SkQCs44mdSjW81qKtL6y08SdW4XHfLR4GS719V72D8D7Cb44vW1R9ttr3N4d7KN3fCc1ybjHzTVv9Gh92SH8jZVKwmkL46c5mkVJ_pHh4wL6rdVzlhkg7lVV08N7HJGJQ7sLMnN603gx9F75cWW1skbW96RY16FW66T3sF2Q1YyCW49kq8b3bDc4jW1yg4LH1KWTptW8zNMqN1k5Bl9W4bFwkC1XW_1VW6bDntY43cwCFV7HyDP7yLY1rVl-bsB3-brj-W80WQ298kBBW9f42hZ4-04" 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="1" data-hs-link-id-v2="XTUdIQAS" target="_blank"> <img class="sponsor-banner" src="https://cdn.thenewstack.io/media/2026/08/e7ce1d28-tns-02-1.png" width="100%" style="display:block;width:100%;height:auto;border:0;"> </a> <p style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-bottom:8px; font-size:20px; font-weight:700; color:#142640; line-height:1.5"> Better Claude. Half the bill. </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">Code exploration burns tokens on code you already own. Agents on Bit Cloud create and reuse your components instead, so the same usage costs less every month.</p> <ul style="padding-left:25px; margin-bottom:8px"> <li style="font-size:15px; color:#48607a; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; margin-bottom:8px">Agents reuse your components instead of re-reading them</li> <li style="font-size:15px; color:#48607a; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; margin-bottom:8px">Same model, same output, fewer tokens per session</li> <li style="font-size:15px; color:#48607a; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; margin-bottom:8px">Savings compound with every developer on the team</li> </ul> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGj3qgz0W6N1vHY6lZ3mYN1zDhY_tm-YVW6K8lrW7_GktcW4tW-pP7m7cHPW40xcLS84T2PsW9cmb_T5qQJtFW2fSH5M1_JnTlW5Cz9W293tgSDW7t06DL8fMdYBN8yC06Pvx459W3CDwH04kKC2JW7KPQ6W2-bdRMW92q6LK4DLnPRW8d_4Nf2wsvlhW43Pwx53q9jWjVk_Rnd5YGsyXW4nDbQy5YSVTcW2S1Tmt2fb2xwN7bwRjkDDf4qW6pG_rR28NnPWW5_73JZ3n0ZKwW56Bylv2f8nwTW84pxVW2P_BF4f44SRNY04" 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="DUu3rUrE" target="_blank">Cut my AI bill</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">TOOLS</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/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGj3hCZYW6N1vHY6lZ3mJVftnF_2Nh_FKW4l5jXj6K0HT_N23WNhmJNLMPVl4lkb6vB7QHW8wzXg41wVvCfW2TpFL_5bn4YnW3SgZRQ65zj6rW6_DWQ083xQnQW94ShM08NwYRpW4B9B2J245RFxW2CbWhB6Yw913W8DrCCn1NjD7cN4DDYd0VsCCMW1CCqt76pkSVyN8scQW3qdbx2W9f6jxn7g2R48W3V_7x62Kpy33W25Z6Cd5w6gPvW7w5pyZ5G9TdvW2X__vB2zb3-sW7Gx96W97tM69N8KxNXlQdrcyf3MPxS204" data-hs-link-id="0" data-hs-link-id-v2="6JBZ24gv" target="_blank"> Level up with Roadmap Pro </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"> Roadmap.sh has always been a go-to for visualizing career paths, but their pro features take it a step further. Roadmap Pro includes a personal AI coach and the ability to generate specific courses on the fly. If you’re looking for a more structured, hands-on way to master a new stack without digging through endless documentation, this is a solid resource to have in your kit. </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/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGj3hCZYW6N1vHY6lZ3q0W2QbzWv5lHZjXW1t8jGz8B6BrcW1k1TSH7pjNVkW3zmygp1xQQvsW54sQsm6qdsnMW27NSq011HLGTN15P7RLxS-xdW4mxkT84y1MskW3kVxxN5m5xygW5q9jbT306gS0W7VgYTS3L9QTWW8fJk7m1JyqbbW5nzytm1c9HNdN14dy0wjJZ-KMXg_yWvy_7ZW9dz2Qz5h8xmBW6g5PXj4HgvC6W8Tcf2l7-yk82W79_4r84qs4yQW6GW6Cp31zgW7W14yC8T5D8YD5W9dbQP76N5CQCf4w6HQz04" data-hs-link-id="1" data-hs-link-id-v2="X9c3DfYb" target="_blank"> Level up today </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">LOOK</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left:16px;"> <div> <a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGC3hCZYW7lCdLW6lZ3mVW4PdqdK4hNxJVW8Zsl_f4wgSgxW3N-vqK3KkcGxW6CfcKl5wkTYcW2tsXNn69PSmBW6zFXXP7d91_cW9fNws31SnlWYW4dYF5b7t-xxZW26395F14SS_2W6v4Xv35NsPqbW6djqdb15STXsW4d-v7V4sZ_-WW6B21535dxN6FN97J9g623Zh0W3Bv7-w7YH0YtW5KH7Ht7v50Q4W8h0PMf4m2r6dW9j-j-75Q2ZKzW4KVR8P1KnfTFW9cy-0S6SytZdW8tVDnG3xvT3nW3l03_Q3tYNhRW41w_9M7T_3dJN6Qg223G6sldf76qHP404" data-hs-link-id="0" data-hs-link-id-v2="ihtfwrAm" target="_blank"> The open mainframe: the keystone of the end-to-end digital enterprise </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"> Discover how open mainframes drive modern enterprise workflows, break down tech silos, and enable digital innovation. </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/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGC3hCZYW7lCdLW6lZ3lQW9bf5zY3NlGsmW30G_Tq7C4H_6W1C2D3t4CR4sHW7rMcqT4gMs7lW1jNWtD1fG_JGVrtSp97mLJ9yVmBjD93SLptSW77D-lc3H9rl1W7h4fkd5vJ4b_N7G7MDYbYwKbW64-mrm2JdVlvW3yznDH4Ndb71W6yxW438TCPKDW9gyJ5p7WR6tDW1rn9Db8JLnlMW8lnRGc7lNwV8W8LMmkC6tnbbBW2-ttKk43J9cMW1bt4lq8S4nfHW43xJv-7S2DqgW4_Y19D1th7kDW6dVLGL11dWkvW3RF4BF6zQrRqW17LJ9j3M3jvgf3dLDMH04" data-hs-link-id="1" data-hs-link-id-v2="Dkf72LxO" target="_blank"> Take a look </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">INFRA</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/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGC3hCZYW7lCdLW6lZ3prN9bt6FL2lKzpW7RhJ_Y8YWQ7QW2M5F-d5pf2VlVx7Q2X7Zbj61N987rgKWv3m_W8839Z22PqkCPW4__KWh6_HbVNW8g7tzQ7d8nZHW53Q4lq2tCdwjW4Q72Sl9hYxS2W8SQgvZ6YS5FkW92gMyz4Np9y9N2WYNygyx4ftW1512RX5jR-HDN8yGy4qsn36mW7P5MCR1p3RVrW3yhrK86YG2-MMCrNh52qKtyW2cJ9Wr4bq3hLW45qrCy1rHTY8W7gJWND6cHL1FW3CW5Mn6x2xSnW8BqgL91xXNb_VsSCjl1pjQMvf80ST8C04" data-hs-link-id="0" data-hs-link-id-v2="03W5sLq2" target="_blank"> “We love the world where we can use both”: How Nvidia thinks about local and frontier models </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"> NVIDIA's Joey Conway on the rise of a 'system of models,' where small local models and frontier models split the work by cost, speed, and control. </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/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGC3hCZYW7lCdLW6lZ3l0W7WdyJ36X03STN9bM9_8rr7V1W4zn2S27vk0fBW7CZpVZ3tF1nmW97GpwR18GMpbW5XwnZQ1WnyqSN1jF9vNCyblSN1c-53P8zVwLW88Cjj12h3MHBW72JvfX8brpGDW2Z9lrk6bzRGKW1PL1L06J8rhCW165R998ZXZBfW78C1VK8fpV40W1pkTmt1HhC9CW1QrDB_2Z6dDrW90LxTw1YJlxVW1LsYcj4msf-qW4fKpRP1gg9RgW7-lHNS5-tLKDW5ZfJZq7Hz9hNW4f79sm4YWp-rW4JT-Bz1BwDJDW3sL-bf6djLg5f45BhGb04" data-hs-link-id="1" data-hs-link-id-v2="NIL0wQG4" target="_blank"> Watch 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/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXFq5nR3bW50kH_H6lZ3lHW7YKj7f4fswBGW8WQGns3vRW3XW4K5__03S_nntVflT0P866P19W6gD4cd81W_W5W4nX1n98S_sctW3RmT365cdy9SW305pYW16C9DVW5QC-JP6_s7_DW17sRc77M-gx-VjWSKt8CP30SW71nZ2P8VjfDXW3cFqLH2ypYGyN4Xz3ntPgmKbN7yy4_DsnLSzVBtY-l2rV2hpW2YyGMG2G9yGyW2Cb0z18YPv91N7mg7-ngYJh8W6xZ6ND8KRBmhVy8Z-F9kpgz5W820r5W3FlsF0W13LGsp2R1P18W8HdZ1-288tXqW1djxXp4mF2YNW1Dr1YP1-J58fW6mwg0k2zvbmJW6SjR2g4Fvh5-W7gkR_67GlRKyW939nxD1TYYJNN8bM-CmDJlC1W7n3wjF4w9LfDf6XqY-C04" target="_blank" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; 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(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGj3prCCW6N1vHY6lZ3lpW3xDwD379RV0bW1n5mV77DDmN5VVZ5VQ4kryZPW7qK1jW6xWS57W1ND6gV2831q3W8z6vY16nz3tYVsxt9J5MTV1_W2hgWj78v1px5VkSgW71WCRz5W8vx0G-82CvGJW1WZn9B2cdlKpVkQywQ33FVbNW5SGnB28w37Z6W1m531X61r9yvW8vtc523SnV7fV3tXk34LT0TQW3HFgZy7Sv-64W8xlh7V7Yq4_6W1kF6622ZxSkzW8SdVPH64w5MpVt9YMn2WQ-8hW3BV83n91KSmPf81y0Fd04 )

Proxy makes perfect

On Tuesday, Ollama formally restored its Claude Desktop integration, allowing Mac users to choose between local and Ollama Cloud models in Anthropic’s app. Qwen, DeepSeek, Kimi, and GLM now appear behind Claude’s familiar model picker.

The first integration, launched in April, lasted only days before Claude Desktop rejected non-Anthropic model IDs. As TNS contributor Paul Sawers reports, Ollama returned with a dedicated local proxy, a Mac menu toggle, and mappings that put open models behind Claude’s model slots.

Flip a switch in Ollama, then pick a model in Claude Desktop. The deeper story, though, is whether cost, speed, and control make this integration useful, given that Ollama and Claude Code already offer alternatives.

Go deeper: Claude Desktop can now easily run Qwen, DeepSeek and Kimi models — after Ollama’s first effort stalled (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3prCCW7Y8-PT6lZ3pCW7hs7tR7Dy712N86yGD4Hm84jW1qvM0Z8nWm0zN8tD0n1KQ5SZW4snFMs7c9vtkW23-c8Z3ywmffW8DxVb_8kDvB5W2Z9RL9968jtZVf_-Gs3grhvCV2L3KQ32-Pr6W2CKgpF3FJ4DHW6pK6Pq2BrCxqW3_MPWK7B19b1W1F368S1TnspKVhpfTK30yb7BW4rfKP65VD8_gW70T5_X6j-MtZW3F2Dzt1hq5TrW53XxZW5VgJFHW3hgyPz1pHK64W8cyy056lbX93W1bCbYQ90NzSnVSTFQC8SNbpbW4dB84881Swn6W9dtXfy6-20F-W7qcFxm3vqcNNf8NQZcP04 )

More fresh reads from TNS:

▹ Z.ai’s GLM-5.3 Flash is cheap, good, and served on Chinese chips (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3prCCW7Y8-PT6lZ3lhW31md5P6sj0WmN5Lnp2qNLwTyW5qH_d21SrHQYW3yqzNk6T_jh9W5ClXKg4d406dW4m4FlM7-tnf2W2D3G_M8gHzn5VKCZ6N1P8QMdW8t17Gd90S-H1W1-KR9m6C8KPkW6LhJy-7HmM1qW8pHzwy5RmZs-W84_sjp5sp4XGW5Fbzvy9k-CxQW6WJdLV3vMmHyW7LXx762dH9cJW5RCbhx5MNjsGW2-Xk2791w97pW4pRnxL2D4VpfW2DyclR3Rg4SKW1vp19l7ZsfFZW5nMFkT6vfsy6W9hbWZ59lHMZHW3CPmFH3__3sJMWh-n7xCfZnW4g-8YG1wyzPxf8ZBpdR04 )

▹ OpenAI’s Astra can do a researcher’s week of work. That’s the problem. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3prCCW7Y8-PT6lZ3p-W8fHWnJ7msLhCW8yf2zp9bTSS_W3kqtYz15WbB8W7DZ1cj269BpPW1B5q0J6ydCSCW8lz-Wm5Q9KvKW53zHHj2SkQ84W1Fff9D1Lc6GTW2nvs3X7qGR2hW72d9y_90jJ0VW8Qt3CJ4ckjrvW613Rs-9ls2KSW1mSY1L7JRv16W95-TZd5zNv-yVh_Wtw2J4gbTW2wj5kC7TMN4rV27Ns82JLlW9VJJS9x8S8FzCW5p6V-D2ZdCQdW7d05Dj89mn9fW7JJQhC6L6bWjN7GrQpfg-H7HW3pB-9l1JfMqmVr-QHG5jwNF7W3P0gpK7Yp_zdN3-SST0ChXptf4Pn04M04 )

▹ X sent Nitter a cease-and-desist. Then it went after the source code. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3prCCW7Y8-PT6lZ3m-W5TKlKr2kDsV7W6VXdvl7KlCz1W674rd86CspRzN6KhwK_h9Y96W2ZHkf22KQ8V4W4f6ZN73SbqskW3PD05_5_k35YW940j573rwfWCW5qKBZy2RXtkTW17mh-26Px29XN36dLzjQpdnTW3JMlmq1hBB_rW4CX49R3hQtnyW7mpKtT40WDBBW3_QVSC8R91kyW8S2KHm89sNpHW1Bg69M3v9-VcW4G5ZK_6sMJRhW6fbdhH4Q9X6bW239hhm7wwY1rW1QwyMS8jFvsZW1_PyPn5ZQYrtW7jLqbP2MrFXmN7x_65L-N8ZsW5MsP7g6GldqwW4zsX1Q95gWc4f913Bh204 )

We’re looking for hosts for our Sponsored Podcasts and Webinars. Can you lead engaging conversations, put guests at ease, and bring stories about technology to life? Apply here (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXHb3prCCW8wLKSR6lZ3mlW6hk3KK5H-QmDW4qyZ-n3tCzDjW4vLyjT3yMdbPW2HXN6p1Zc5_RW51Mx3p8QTwrCW8vsvs08Jcw3cW6HN8DX7XHSmLW6JdrK752_b8NW3NgL8D94VbCFW11qHJJ816Kb5W11y6hY72GP56W4KXm-Y7rrWVpW5mxFCM6Cym1wW6SDJ7D8Dg0KLW7SRbf41vvtDMW204Fwb6H8J1pW5lNd4v91hDvJW4HNM-g8NbMblW8_tBKh33sQPgW1Tw90B2xbcCHW1Q_c762rjDdYW56F9vx8PF7_FMj0d0-XLWrwW9f69wJ64fhT2W86fGVm2X-TWvW2SW_QF6ZXXWcW4s2-6G8P4yn9W8lT3Ns8LC3H4f60Cp2C04 ) .

by  Nick Lucchesi (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGC3prCCW7lCdLW6lZ3kLW74wp1_5wVrfvW2k1sR37B0jyQN20ZN7W88Rv0W13JxL52NYyKMW891fLZ8n1CTbW7-VgBX3y1VKwW1M0Rd65jlx-GN49rYTks4jlBW9cTxX13rpWWPW1DC96V64XzFwW6P3f-b2XV04_W7p-1rx43F_Z1W9cJmGt1-F7FCVCGXcx2hB9t-W12dzc-8JSjcNW8TXRXy2M5R0lW3ncsWh3f6L6VN2TSGchQv5cRW3gR8MF7kw84wW3f2nlB5mKwX9W98Ll8x3C4Qm4VBYF5-37YG6qVWjTbr957mVtW5Hlqt61My8Rvf6KXPzd04 )

Your alert rules are multiplying faster than your budget

At scale, most observability platforms force a tradeoff: alert on everything and pay exponentially, or limit what you monitor and accept the blind spots. Join us for a live session on alert-rule sprawl, false-positive fatigue, and siloed notification routing. You’ll learn:
- How PPL’s Unix pipeline model simplifies multi-step, cross-signal alert conditions - How the Unified Alert Manager replaces per-tool notification sprawl with one centralized system - Why everything shown runs under Apache 2.0, no feature tiers, no licensing negotiation, no ingestion ceiling
Claim your spot (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXFq5fkwKW50kH_H6lZ3kDW2gsypp6Nw2VXW8-P0Xs4BLRjbW8Fw6Rf47Z0yGW8WQNTk7V04nMW2xt7283mq4v2W4hYcxV2z-W5FW63VB6c2L-fSlW3hk1z_8G9ptKW545p3549dy48W98_NtP91GGWYW6DLTPk27X3H0W2Qc5FD1Yw6gRW7Zg5-g5rLvRDW8dvMk24X6RkxW2sM02Z8nfcxRW54-zPn6xzPhCW7_95s38TC7LTW12bZ9F7v7jkcW7V6xLQ7M7tBjW7BZ9b04l5n33W8nqHJq9cfgPgW54TV-W5mtqBQW2GF9Jz6y_-gZW5pcqWX2tXppJW8QDCC93pP6DXW4Qzmn36VpTTkW7-Q5n154SCTfW2d3qjT5d9Nc5W9j3QhY3tVCtcN4r9HS8WVrwvW22LW5t7kRjvdW3Pk6Ck6Yp0p3f2ncbVK04 )

TOP OF THE STACK

Z.ai's GLM-5.3-Flash is cheap, good, and served on Chinese chips

by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGC3prCCW7lCdLW6lZ3pSN8yqh498k4_hW4JZYlQ6l1LBFVT_35G64cGLJW7xk8vx3GDz6JW1Y0lKD39bncKW3zkRbC8GZ131W23T-KW7sttWbW4vDB3R69l5DtW507_Lt8K8KfgW1qyyHZ5xYSqtW4vkB9w2Pdqs8VNfR9B6sF7Q_W5nsCYN3mvR_6W5Wjm6m1sx5wPW6sT64y2nRxjfW256KBL8mB_P3N5DjP1mtHwPPW8S_QYq4nSFhDW4DJ6vM711rZYV2H6DG3QZZ3LN1RHgwBDcTmFW3DQSYt6rb44jW92Q8q777pjGpN96nP2GrXD0gf6r-y-H04 )
Featured image for: Z.ai’s GLM-5.3-Flash is cheap, good, and served on Chinese chips (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3prCCW7Y8-PT6lZ3lhW31md5P6sj0WmN5Lnp2qNLwTyW5qH_d21SrHQYW3yqzNk6T_jh9W5ClXKg4d406dW4m4FlM7-tnf2W2D3G_M8gHzn5VKCZ6N1P8QMdW8t17Gd90S-H1W1-KR9m6C8KPkW6LhJy-7HmM1qW8pHzwy5RmZs-W84_sjp5sp4XGW5Fbzvy9k-CxQW6WJdLV3vMmHyW7LXx762dH9cJW5RCbhx5MNjsGW2-Xk2791w97pW4pRnxL2D4VpfW2DyclR3Rg4SKW1vp19l7ZsfFZW5nMFkT6vfsy6W9hbWZ59lHMZHW3CPmFH3__3sJMWh-n7xCfZnW4g-8YG1wyzPxf8ZBpdR04 )

Ox-alpha, the stealth model that quickly became the most popular model on OpenRouter in the last few days, is actually Z.ai's GLM-5.3-Flash, a 320 billion-parameter hybrid model (with 18 billion active parameters) that the team specifically trained for ultra-low-cost inference. On Wednesday, Z.ai unmasked...

Read more (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3prCCW7Y8-PT6lZ3lhW31md5P6sj0WmN5Lnp2qNLwTyW5qH_d21SrHQYW3yqzNk6T_jh9W5ClXKg4d406dW4m4FlM7-tnf2W2D3G_M8gHzn5VKCZ6N1P8QMdW8t17Gd90S-H1W1-KR9m6C8KPkW6LhJy-7HmM1qW8pHzwy5RmZs-W84_sjp5sp4XGW5Fbzvy9k-CxQW6WJdLV3vMmHyW7LXx762dH9cJW5RCbhx5MNjsGW2-Xk2791w97pW4pRnxL2D4VpfW2DyclR3Rg4SKW1vp19l7ZsfFZW5nMFkT6vfsy6W9hbWZ59lHMZHW3CPmFH3__3sJMWh-n7xCfZnW4g-8YG1wyzPxf8ZBpdR04 )

WHAT ELSE IS NEW?

SHIPS

AI

Anthropic's Claude now has a browser of its own (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3prCCW7Y8-PT6lZ3q3W1LsvZL7Y8nT8W6zs9RG74SvyQW2zcDZB4BZfchW6-HDCN8j0ZrPN72z6xffjKybN7LVVs_Xrj5xW4Pc0444kLr52VQqqWK5HB9lZW2wKsSH53vVSpN5KJhWCxTVS8W7pF8bq1-ZQyKW1-kXWg4Q8xZ0W4rv6SL59G5SDW39zhYd1nNvJkW7ST_lN7CtPJPW5CPm145lV3WNW4NDL-B8DLMDlN4kYvz6d4qL2W6v9G7D7ZG-tkW5C--WZ6T0D4YW1Hhmzg2sFd_KW8pHB4y449JyTW7ZDH5h76nqvnW4ZynSt5S0Nm7W3nWQjQ5ThWhPV9H6C58S_Y_bdgLymF04 )

by  Frederic Lardinois  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGC3prCCW7lCdLW6lZ3pSN8yqh498k4_hW4JZYlQ6l1LBFVT_35G64cGLJW7xk8vx3GDz6JW1Y0lKD39bncKW3zkRbC8GZ131W23T-KW7sttWbW4vDB3R69l5DtW507_Lt8K8KfgW1qyyHZ5xYSqtW4vkB9w2Pdqs8VNfR9B6sF7Q_W5nsCYN3mvR_6W5Wjm6m1sx5wPW6sT64y2nRxjfW256KBL8mB_P3N5DjP1mtHwPPW8S_QYq4nSFhDW4DJ6vM711rZYV2H6DG3QZZ3LN1RHgwBDcTmFW3DQSYt6rb44jW92Q8q777pjGpN96nP2GrXD0gf6r-y-H04 )

CHAOS

Open Source

X sent Nitter a cease-and-desist. Then it went after the source code. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3prCCW7Y8-PT6lZ3m-W5TKlKr2kDsV7W6VXdvl7KlCz1W674rd86CspRzN6KhwK_h9Y96W2ZHkf22KQ8V4W4f6ZN73SbqskW3PD05_5_k35YW940j573rwfWCW5qKBZy2RXtkTW17mh-26Px29XN36dLzjQpdnTW3JMlmq1hBB_rW4CX49R3hQtnyW7mpKtT40WDBBW3_QVSC8R91kyW8S2KHm89sNpHW1Bg69M3v9-VcW4G5ZK_6sMJRhW6fbdhH4Q9X6bW239hhm7wwY1rW1QwyMS8jFvsZW1_PyPn5ZQYrtW7jLqbP2MrFXmN7x_65L-N8ZsW5MsP7g6GldqwW4zsX1Q95gWc4f913Bh204 )

by  Amanda Caswell  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGC3prCCW7lCdLW6lZ3mQN7f3_VscGn3mN5D3jszSHbscW1mSbVj2SKFkmW1tMy7k5DzRY2W19gwKy6yfVXrW6X3Glr7xY-m0W8mdjf_66gMsPW24TNDk3PtJ8xW70zHW08g519fW8xYBfy8BLn6NW1PMZSN4DBBdTN6tGmvpxqDtlW98YLd42JR2DvVH4qlz3bSxddW8D2V6S7Kl7WBW6K_qvC2lbxhlW7WGmRF2QdQf-W8q950t3h3jJwW7MMyZK53dDP4W2-Fqxz64YCR5W4-gxg893qt3jW8Q1P2h7Wszp7W6_3PMD1cW_RgN1qFdDQ-7Bn1f6fxMHs04 )

FLASH

AI Agents

OpenAI's Astra can do a researcher's week of work. That's the problem. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3prCCW7Y8-PT6lZ3p-W8fHWnJ7msLhCW8yf2zp9bTSS_W3kqtYz15WbB8W7DZ1cj269BpPW1B5q0J6ydCSCW8lz-Wm5Q9KvKW53zHHj2SkQ84W1Fff9D1Lc6GTW2nvs3X7qGR2hW72d9y_90jJ0VW8Qt3CJ4ckjrvW613Rs-9ls2KSW1mSY1L7JRv16W95-TZd5zNv-yVh_Wtw2J4gbTW2wj5kC7TMN4rV27Ns82JLlW9VJJS9x8S8FzCW5p6V-D2ZdCQdW7d05Dj89mn9fW7JJQhC6L6bWjN7GrQpfg-H7HW3pB-9l1JfMqmVr-QHG5jwNF7W3P0gpK7Yp_zdN3-SST0ChXptf4Pn04M04 )

by  Amanda Caswell  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGC3prCCW7lCdLW6lZ3mQN7f3_VscGn3mN5D3jszSHbscW1mSbVj2SKFkmW1tMy7k5DzRY2W19gwKy6yfVXrW6X3Glr7xY-m0W8mdjf_66gMsPW24TNDk3PtJ8xW70zHW08g519fW8xYBfy8BLn6NW1PMZSN4DBBdTN6tGmvpxqDtlW98YLd42JR2DvVH4qlz3bSxddW8D2V6S7Kl7WBW6K_qvC2lbxhlW7WGmRF2QdQf-W8q950t3h3jJwW7MMyZK53dDP4W2-Fqxz64YCR5W4-gxg893qt3jW8Q1P2h7Wszp7W6_3PMD1cW_RgN1qFdDQ-7Bn1f6fxMHs04 )

TAKES

Observability

Observability has a data problem. AI is about to make it worse. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXHb3prCCW8wLKSR6lZ3lMW5zt32Z5PGLrJW4q33cv4lBjnGW5KxCRl57FYf5W2MD07Q3CRJTBW4dsfxT5z3-q_W8Vl91Y6-YgQJN6t__f44rSzkW1QRBGp3StNYkW3F1RFH6_ddl9W5R0HRs1r9B6CW341k8Z53hHMDW8pvfwC7JStc7W3m3WF61yQf0rW3b0W457rYBFWW5Zl-JZ7sGdWPN8LjDj6g_fcjN58M6HQmpdB6V4ZqvQ328plhW8rX3RX6yr-NTW3ZbgFH68vrKsW5n-fzy1CBhGFW275M4C8zdjdBW8-GfQM10w6kWW6jCcyQ8-9JZ8W1R7Z_p90vvl1W26kmxZ7ypNKLW8q1KQj2sgTLNW6-nkBC7JDyJWdC0Dsd04 )

by  Will Kelly  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGC3prCCW7lCdLW6lZ3ptW6MtVWS3vrmGPN41Qn65Z7krXVwZ8ds7f22fTN1mR8RqmsQFxVS3Gk97dDyYwW5pxxVR98qWWZW5t5HZQ1Bjbv8W56SMSl1KYP_WW4SKBvM6QDQ67W7NWR8S4vh4V9W5ydHzH6RFsXBVDpH5T22JXjRW8sHtQj14FFx8W7NGxJM3_mCrKW1twPSZ7vym0sW5zgmvQ2rlYkrW5xmkxf7yFt_6W8ZDzYd19Vcl1VX7_0R5x1NWBW99Y-Qk5T_-mkW357yym4bTMNPW5W8Hjl4WdhC2W77cSQq208Jk4N5xZQccFlpHBf4CwGbW04 )

SHIPS

AI Models

Claude Desktop can now easily run Qwen, DeepSeek and Kimi models -- after Ollama's first effort stalled (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGW3prCCW7Y8-PT6lZ3pCW7hs7tR7Dy712N86yGD4Hm84jW1qvM0Z8nWm0zN8tD0n1KQ5SZW4snFMs7c9vtkW23-c8Z3ywmffW8DxVb_8kDvB5W2Z9RL9968jtZVf_-Gs3grhvCV2L3KQ32-Pr6W2CKgpF3FJ4DHW6pK6Pq2BrCxqW3_MPWK7B19b1W1F368S1TnspKVhpfTK30yb7BW4rfKP65VD8_gW70T5_X6j-MtZW3F2Dzt1hq5TrW53XxZW5VgJFHW3hgyPz1pHK64W8cyy056lbX93W1bCbYQ90NzSnVSTFQC8SNbpbW4dB84881Swn6W9dtXfy6-20F-W7qcFxm3vqcNNf8NQZcP04 )

by  Paul Sawers  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGC3prCCW7lCdLW6lZ3nBW2sstT77xKjWTVxbgyx53Pcg_W7mXccc869_DvW3-RDZY3SFcQJN8Ms4jyjBh-0W3t9ljJ4xnM1vW8YWzsx8mF5YKW1XDKBG1gbvGtW1tms459brLM1N4rFjwT12rNnW8ljd_164qF1zW4c7G135M1D9vW2m56P96pq_HQW9393F19jwlFjW1xPyQ75LGJn_W2BCft-8PP3f5W3bjVsS3_h8dCW2xvQj-8JVNxcW5z0Hj21lz55tW6C_p8f4yL0rpW37V2mq1dFBBHW2p1VTR2ZMTJGW1l_jpm8NzTsLW1z30W040SRN-f8GFssW04 )

FROM OUR PARTNER

Better Claude. Half the bill.

Code exploration burns tokens on code you already own. Agents on Bit Cloud create and reuse your components instead, so the same usage costs less every month.
- Agents reuse your components instead of re-reading them - Same model, same output, fewer tokens per session - Savings compound with every developer on the team
Cut my AI bill (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGj3prCCW6N1vHY6lZ3lpW3xDwD379RV0bW1n5mV77DDmN5VVZ5VQ4kryZPW7qK1jW6xWS57W1ND6gV2831q3W8z6vY16nz3tYVsxt9J5MTV1_W2hgWj78v1px5VkSgW71WCRz5W8vx0G-82CvGJW1WZn9B2cdlKpVkQywQ33FVbNW5SGnB28w37Z6W1m531X61r9yvW8vtc523SnV7fV3tXk34LT0TQW3HFgZy7Sv-64W8xlh7V7Yq4_6W1kF6622ZxSkzW8SdVPH64w5MpVt9YMn2WQ-8hW3BV83n91KSmPf81y0Fd04 )

FLOW STATE

TOOLS

Level up with Roadmap Pro  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXG03gP0xW69sMD-6lZ3q3W35CKD06c1z_sW1bVSxn2fr7s4W2BJJYb5bF4cDW5f4xht3GP9qWW82BNLR6yqV_1Vq2SSM15SYdwVgD_KD4Y-jmmW8cbP3G4P5z6vN3C_LDTp6TDGMlmGr1Hv1vhW6C177X946GfjW1MlQdD3_bBbnW3XVkQw8dqtqjW6sRxnR1ZXdDRM4dcLHRKK45W3jHVK067VYWdW3LYHKr4ZwX87V9FdLQ6tSsf3N46Qr1n_XJf-W7l8l5R1K1WfYf2pMhW-04 )

Roadmap.sh has always been a go-to for visualizing career paths, but their pro features take it a step further. Roadmap Pro includes a personal AI coach and the ability to generate specific courses on the fly. If you’re looking for a more structured, hands-on way to master a new stack without digging through endless documentation, this is a solid resource to have in your kit.

Level up today  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXG03gP0xW69sMD-6lZ3q3W35CKD06c1z_sW1bVSxn2fr7s4W2BJJYb5bF4cDW5f4xht3GP9qWW82BNLR6yqV_1Vq2SSM15SYdwVgD_KD4Y-jmmW8cbP3G4P5z6vN3C_LDTp6TDGMlmGr1Hv1vhW6C177X946GfjW1MlQdD3_bBbnW3XVkQw8dqtqjW6sRxnR1ZXdDRM4dcLHRKK45W3jHVK067VYWdW3LYHKr4ZwX87V9FdLQ6tSsf3N46Qr1n_XJf-W7l8l5R1K1WfYf2pMhW-04 )

LOOK

The open mainframe: the keystone of the end-to-end digital enterprise  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGC3gP0xW7lCdLW6lZ3nmW60WfRv7200J3W4Pxtp67LHwRGW8pjM8y37Qr2bN1MBd-TmtqVmVrBcsD8pKDYCW4c5nJ07Hz0NzW7JSsj-3j2tS0W2tkmfM96Ydm0W79dGhh4vGzF3N96Mg0xZ3prcN4x_Tz34hsmQW8VYt3d92v25nW1hkCR41tyr3xW1GKdjm3bP5YrW1dgBlg8frxMlW3sKkvK7_fty6W2YlvR88wlx0SW54KTHw2g99SVW6bm-2n4G0c1qN9j_xhLsQcyNW2LS_Rw1T4XPHW7N0xHZ212HbgW4K70qS81pZNHW5TMqWr6LK32jf4b7JqC04 )

Discover how open mainframes drive modern enterprise workflows, break down tech silos, and enable digital innovation.

Take a look  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGC3gP0xW7lCdLW6lZ3nmW60WfRv7200J3W4Pxtp67LHwRGW8pjM8y37Qr2bN1MBd-TmtqVmVrBcsD8pKDYCW4c5nJ07Hz0NzW7JSsj-3j2tS0W2tkmfM96Ydm0W79dGhh4vGzF3N96Mg0xZ3prcN4x_Tz34hsmQW8VYt3d92v25nW1hkCR41tyr3xW1GKdjm3bP5YrW1dgBlg8frxMlW3sKkvK7_fty6W2YlvR88wlx0SW54KTHw2g99SVW6bm-2n4G0c1qN9j_xhLsQcyNW2LS_Rw1T4XPHW7N0xHZ212HbgW4K70qS81pZNHW5TMqWr6LK32jf4b7JqC04 )

INFRA

“We love the world where we can use both”: How Nvidia thinks about local and frontier models  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGj3gP0xW6N1vHY6lZ3lxW5mqH131lgTlnW6NFngf2vx62XW7ZtkrQ2LLWfvW2ZcNmd8V8--rW1GQB1x3V5tllVw44246bM-nfN4r9DnpJ6RTPW4S5c9b3kV-9SW5MhrcQ77S6p_W6jn7Gp5bDBTSVm3Px68gpC24W4fNVT11npw0WW7zM18n46-2VpW6t1Ds28qlWh2W93JM8T3xvjdtW3qBZPL2D3wwBVKr7Fj46SZh_W8BjMYP58vtYhW37Z5Sn2QTZh_W59nSw53cG1fnW71hll_2snZy8VMFnVP7V8smfdJHmrb04 )

NVIDIA's Joey Conway on the rise of a 'system of models,' where small local models and frontier models split the work by cost, speed, and control.

Watch the episode  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGj3gP0xW6N1vHY6lZ3lxW5mqH131lgTlnW6NFngf2vx62XW7ZtkrQ2LLWfvW2ZcNmd8V8--rW1GQB1x3V5tllVw44246bM-nfN4r9DnpJ6RTPW4S5c9b3kV-9SW5MhrcQ77S6p_W6jn7Gp5bDBTSVm3Px68gpC24W4fNVT11npw0WW7zM18n46-2VpW6t1Ds28qlWh2W93JM8T3xvjdtW3qBZPL2D3wwBVKr7Fj46SZh_W8BjMYP58vtYhW37Z5Sn2QTZh_W59nSw53cG1fnW71hll_2snZy8VMFnVP7V8smfdJHmrb04 )

How did we do today?

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Become a TNS sponsor (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX1x-B7k0G98W5B03D-3h0DJFW9fbdmV5TbR3qN93kXGC3prCCW7lCdLW6lZ3lzN44FD8gsW-1fVMdS7F7cW7L1W2JPRrB8HFwS6W6PR5Xd31XbyCW7z-tyk1ZQB6RW4-NBkv2K0Qq3W3Fpr_03PFhmKW8T19yw2LW-HPW1WzPlp5y9NggW5sH4My7vdXz6N6nby7TV60Q4VysvlB1bPwgcW33nt9Y7ZVgf8W8ZM4dc233lhNVRDk7X4S6q7KW92GxHp7H1blQW8Knflp5SjT2qW5sjpbb5nc-gKW3x7ZCt34kr3GW3TK7g_2xLrgTW8Gm_-k99t3fQW8WxLdR4VMrbtW7jyNgw6H-XfQW6r_TcH1gcQR8f6wS4_v04 )

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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!