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Put your money where your models are
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From: newsletters@...
To: [email protected]
Date: Fri, 05 Jun 2026 06:01:33 GMT
Subject: Put your money where your models are
To: [email protected]
Date: Fri, 05 Jun 2026 06:01:33 GMT
Subject: Put your money where your models are
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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: Nvidia's best model is now live ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
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June 5, 2026
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<h1 style="font-size:24px; line-height:1.1">Put your money where your models are</h1>
<div class="copy" style="margin-bottom:15px">
<p style="margin-bottom: 1em; ">Two small updates from Cursor are speaking to a problem that’s anything but small: The AI token bill is growing, and nobody has the tools to manage it yet.</p>
<p style="margin-bottom: 1em; ">As TNS contributor Paul Sawers writes in today’s lead story, the era of flat-rate, all-you-can-code pricing is coming to an end for large language models — and the bill is arriving faster than some might have anticipated.</p>
<p style="margin-bottom: 1em; ">The clearest illustration came from GitHub, which retired Copilot’s fixed subscription model in favor of token-based billing, tying costs directly to consumption. The backlash, which was already brewing since the announcement in April, was real. Some subscribers reported projected monthly bills jumping tenfold overnight, with others characterizing the change as a bait-and-switch.</p>
<p style="margin-bottom: 1em; ">Then on Wednesday, the Linux Foundation announced plans for the Tokenomics Foundation, a new industry body backed by the likes of Google, Microsoft, Salesforce, JPMorgan Chase, and others, with a mandate to build open standards and frameworks around AI token production, consumption, and monetization — an acknowledgment that enterprises currently have no consistent, vendor-neutral way to measure or control what they owe.</p>
<p style="margin-bottom: 1em; ">Cursor, for its part, has clearly been paying attention.</p>
<p style="margin-bottom: 1em; "><strong>Go deeper: </strong><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3hCZYW7lCdLW6lZ3pDW7vKw4f4YjGs0W2hC78X7l9DwHN49C-xSCgr7NN1fNp0Yh_v9RW2Kx8S61VKDDLW7gw8lw7VjHGtW2D6_781qmCfmW8-JMDP4BVg3GW9lZb2M5HmlzBW4XK09w2jzph_W1Jzclp1yj5rBW8--5Mt7KZ1CVN594mvGWD1vFW1Q1r8p589FRQW2zGz4g2JKGhxMLZgcPm5w6rW15HFFj4n2gr6N3p8z15shGV9W4jtprG29NNbzN7FBd4WGLgW5W5b-FqW7-bcMgW5pssCD5nFC24W38knhJ94jpY5N7kh7xhLxYDxf84C1X604" target="_blank" rel="noopener noreferrer" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="hbeoI5hM">Cursor cuts prices and adds enterprise spend controls amid “tokenomics” reckoning</a></p>
<p style="margin-bottom: 1em; "><em>More fresh reads from TNS:</em></p>
<p style="margin-bottom: 1em; ">▹ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3hCZYW7lCdLW6lZ3lQW72l43j5WtMPhVwms408RcXF6W5CY3Pw3JnjdQW3xWbMd7Gz2z0W36CflM4VwnMYW6T_PRF43QbL2W2Z8xPF589RBWW1H-zcx8NJnkNN1hx4w-ymq4sVg4xbj1b7nYLW6FGVlW21xhpJW1Ng9d47_KP1GW6rKKDH2K95qtW82TRzR7Lcr_rW6Sz6nN3tfyd9W8WpDpC7pqv2BW79c4f-4Z1HByW194t7c1X9l08N39qJC8hkQzcW5m73-h8Nbfr2N9ddm5FgmWK5W74cqtt8XPHBhW3Tj9fK2yy1b7N7Z5SkdkP4DSf5fzRns04" target="_blank" rel="noopener noreferrer" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="vKIwQJ8l">Google Gemma 4 12B nearly matches 26B benchmarks and runs on your laptop</a></p>
<p style="margin-bottom: 1em; ">▹ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3hCZYW7lCdLW6lZ3kBN8mq0Z_5bq9bW4tYH7s7ML8RCN3kSJwY-Rdg9W5F-rf17FnJQ-W7j573t2KZyxhW7DthBZ1SPLh4W3Vbj9D2kqLSzW2GK0B34jmtvFW39v_qx1Cp9pyV29cxb82q7glW4pn35P8YPmHFW8g01p650NVgNW7z9mt992Y74GW4sYlX_7sQ74fW44CXm04QpSGpW8flkzG8l7FB3W4Kv5DJ3_R44WW5sHgmk9jsLc4W4jJf086JKvLwVLdcts3qRKG1W38fklP27_1pkW5h_lwT44v91DW3_HH2s4z9JS3W4Pc89N5y_Dlkf4yKsf204" target="_blank" rel="noopener noreferrer" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="uAM38Z4S">Snowflake thinks it knows what’s really slowing developers down</a></p>
<p style="margin-bottom: 1em; ">▹ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3hCZYW7lCdLW6lZ3kGW2jcdQM89M6ZpW97ZTdx4QK4LhW90SN502B97fPW4ldCt66-h5kLW4T1Tpz2t5Qv_N8WZYzF8B6tZV_1Gh22PT8MfW23t7zd7bTkTDW8n0GQ14Zg6pHVph53h533g1dW5pvcWx7Nw8HpW4CqkCk1p6FPTW2ZCfW76dM6M3W3kGr2C8fP3rbW6hlMnP5blw5CN4r3Tqwd_sSVW2MzVq58gwc-sW7qbtSZ2kFGRJW31zHNj3FVSvqW28cmYS2Y8_SXW33cHlp6h1bb7W2Cvfw38drMLgVgrlhp4-nQpVW6vVDJX1Hts4RdKk7WR04" target="_blank" rel="noopener noreferrer" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="K3A8lvY2">Asana says its new AI “chief of staff” turns your Slack chaos into trackable work</a></p>
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<img class="author-image" src="https://thenewstack.io/wp-content/uploads/2025/12/b0ce81f3-cropped-5f5868db-nick-luchessi-2-600x600.png" width="50" height="50" style="display:block; width:50px; height:50px; border-radius:25px">
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3p1W3hPqM33XfQy5W4W-SB399kMPtW52L9yK3L1_fMVWSP0N8K4TTJW4Fl1hW8xqm3GW5c2rnp29KL6DW6JWQ1X8NVv-xW8YzRhc745p34W10BVn41zXf7rW1FTdX95g-Q1SN5K0dvmzg5P9Vp3R3C3pqZ1bW38f9qT6808KBVz15wc97WCHqW5Tmfg18Z5PNQN8XmxRlLbflpVmSB334RPMhJW6Ncwh_4c3tHHM3gqz7WDhKzN2kLydfMk8tmW17lXBk7n6-rSW617yY18tfVNhN8b-4DDdM0XsW5YP1xy7Rk8jBN30HTjsJKrlzW8BhPrq39Px4Df28B5wY04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="JrAEXaiN" target="_blank">Nick Lucchesi</a>
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<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">TOP OF THE STACK</h2>
<h1 style="font-size:24px; line-height:1.1">Nvidia's best model is now live</h1>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3pmN3Kqy7lysNsbW20CZpL4GqyrdW5Jr1KM6PL53gW1tgD775LK9QnW4J9qJL1VvKf3W16HV_S257BZhW6Ln_Lt8mQHD6W29zDYt23LFNxW7wCQPk4py2qHW3LfkYd4hbc_vW37l8rC4RY8T_W93hQlx96fF4WW5RV0vh1ZJTy2W4_y6233QC78fW91NJl_1V4PH7N4pSMc0SVsFtW7PK1vk4TPHttW6BkDZ14WJfPKW7-jWYt4BFy_TN4L0m7P4k7YlW7GmLzl5wycz-Vm93Gt41J1pPW129fCB896M-zW3FMvlX5--ShGW21rtRm7T-ksDW7v5Xh14N_2BWf53L9kT04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="8w+eHBaZ" target="_blank">Frederic Lardinois</a>
</div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3lKW7c0wq677Txf_N1ZpBBHr1G5TW6CjzkR1DPRhDW4ZpQXB8h-7DrW92SzxW4XFpLfW1hM0Vp8Dkn34W8jmnCH5vb9S5W8mp7j77fP52sW3kZTh24r1hdRW7hdG_s64x230W2FFhfg1fScqKW4KTLn827RlqYW7flBGy6HW3s6MGFpjLZssCjW7vr7QC1jR1_4W8D64YR81RFM8W3R9RB64HdwdVW3XFSdW20Lvm6N76l0-vC6k8vN4C6crGcHjCqW3Bz0tC8Y3BHzW3fglWK3nBBhCVNYKHZ422zLmW428sfn7RXbFkVd5MB_6HYqLJW1Pjxcg4TsqhSf6lQjRj04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="SmvDIKxr">
<img src="https://cdn.thenewstack.io/media/2026/06/c7b725ed-img_3505-1024x768.jpg" alt="Featued image for: Nvidia’s best model is now live" width="640" style="display:block; width:100%; margin-bottom:15px; max-width:100%; height:auto" height="auto">
</a>
<div class="excerpt" style="margin-bottom:15px">
Nvidia has released Nemotron 3 Ultra, a 550B open-weight MoE model with 55B active parameters, 1M token context, and up to 30% cost savings vs. comparable models. </div>
<div class="copy" style="margin-bottom:15px">
After pre-announcing Nemotron 3 Ultra, a 550-billion-parameter open-weight mixture-of-experts model, at Computex, Nvidia on Thursday released the model on platforms like Hugging Face, </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3pLW7xrYVg2tSb_hW5Z4ssf52PGLlW1MkwCn6h4TZ-W2hdC3y2l7Kv6W49rSMC2_Ts7YW4lV1vb6Bky9qW1-8z7t3hnljNW5_XVSb7bkQn-W6nX2d991FC4kW7zTKWm1W12kzW3T1Y4K17vRxjW4M9_RQ53-qSQN5GVZ15Tmf6YW7X5zdY5SxBY5W2B5sjQ4KJPSHN4GxGJV6kJ65W8C8tVJ2lD5QpW7xyxFg4HlP34W7hpQJR6ZpfppW76V2Sx7rVp8tN2VMfxZTl-zhW1Z1vFP6H94b2W4rrgQL158d_dW5Cbx2V20Xy3mVDnYy66c-cYtW51ChQN1-jKPRf4lHlD204" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="vkMXjKf3" target="_blank">
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READ MORE
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<h1 style="font-size:24px; line-height:1.1">Join us for this live event!</h1>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtVM3hCZYW95jsWP6lZ3pnW45GYCd6w1cFgV9kXfk2Gcb2WW202w5M7psm8pVbbRZC4GQYQ4W6cH62S1q_lZcW6zNySB7qgXPSW4rN17-6v4_2XW7QSg8B1k7d8nN3f2ypDPW-VnN3JVZdXb1cSkW7KTrFh5n6ybrW10rwf81S4nKQW6b8WvV8X_Q0HW6hKkGf1fyX_2W1hx0N138zvqYW6gd-cd3HMSsQW3L3lgk7Rl-DFW5slKm11RVk_DW2xSVFK4lHvFBW56VDL15qQcTSW6CrlxM1cvtFCW4pdMVc4RDcT3W3N-z_m2jyY7VW8c-6TN7XYrNsW6nYxJ43ZJRwLW6dhRd24rSbLSW10J3yj6jtLkxW1TQC7N1n_3fzW2dgwLG6pbB8ZW4JzgTd5MW4GydnX8PR04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="+DXI60cb">
<img class="featured-image" src="https://cdn.thenewstack.io/media/2026/06/3c800016-fortra_webinar_23jun26_speaker_16x9-scaled.jpg" width="640" style="max-width: 100%; height: auto;">
</a>
<div class="copy" style="margin-bottom:15px">
<p style="margin-bottom: 1em; ">IT and OT environments were never designed to talk to each other. That separation is no longer an option. As orgs connect their operational technology to broader networks and cloud infrastructure, the seams between IT and OT have become some of the most exposed attack surfaces in the enterprise.</p>
<p style="margin-bottom: 1em; ">Join us live on June 23 to explore the fundamentals of IT/OT integration, where the security and compliance risks actually live, and how a managed file transfer architecture can replace fragile, ungoverned data movement.</p>
</div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtVM3hCZYW95jsWP6lZ3m4W64W1xl8fRV5XW4HFcyS3NKtcbN1GfXnQ-y77TVpYtHF707MRbW5qr9Yk1GcNCmW2rv4j87Rpt1mW4KhH786WCcHGW5hXKy31rRHYbW5F3_ft5m1xXxW1YNJsR58wy_hW7pz_3C1McC7dW3qm1mn5DkG9NW6y5TFv74W02SW6JyPvD4-SBN-W9g5LDx3hSL12W7079Qt88t1QkW9m2DdM2rL_K1W174g7l3tm00YW8xR7Hf8YJfbQW5Z-lyt2PRH0jW6ZN2by55gGYBW6dCT5_3cgCSYMNSS92nxTFzW1g8Qfp8xBb2qW1zPPRX6j4BYxW4J_Bdy5st8T8W8hgBkF497SWQW6D3pFQ7ylxjbW3mntH47vhcrHVPxkgH2rdnL9f5khFcg04" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="qQYn30tX" target="_blank">
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REGISTER TO SAVE YOUR SPOT </div>
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<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">WHAT ELSE IS NEW?</h2>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3mlV4W_Kk4S87_6W4c6v_-1pmBHGW6l97jP7fpYtyN4Vp7LpKRpFRW6ZpRs76Bcw0cW2tTJym8nH_WNW6xjjs389x4JnW8ymWTp3b6tzXW7Yw0Fy3LrWcXN1HbYXl8kH-DW124Zz35tr1rcW6sY1QL92hP_jN64LcPRHr8rDVZC4T24gWFS6W2k24C21rLSTXVYg9mr1dCXLmW10y3G14DbswjW4FrN5x3dqKZ6MXbqspxXfQfW5RT2G05NLX6kN40kn03bPx8GW2z6S7x3xdQ16W37hryg9kn66vW69KKkL1lZgR8W8DRZSS4tcMtcW3zhGtS66XPVXf3vYVWn04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="r8ZVlP3h">
<img src="https://cdn.thenewstack.io/media/2026/06/e72eae78-jason-leung-93olkmqayv0-unsplash-1024x683.jpg" alt="Featued image for: Cursor cuts prices and adds enterprise spend controls amid “tokenomics” reckoning" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3qgz0W7lCdLW6lZ3plN8nr6-s9lmQbW4hJgzM5TjJzBW1MZ5My302w9YN23gk-Sxh5BjW3ShWkR1CbJPKW7mgbg_3cvJG2W2vrbH64pn6fkW9fk1Wl5bDLQCW7MfKdN5HJrqhW4_Yn9b7gJVyFW18mGcf1Ns9-nN70q6xDvXt37W936r_r3RnHVxW3Wqfm67zD6N9N3Bh-L7Xqx6JW8yx-tB23ymPyW6W7gFT60SltCVKTBvc1zw3d-W7j9_352y8lMqW1GLm0b91PHnsW6TFZqZ46C7gCW8Gg_3B66kw_KN6sdhCKHLKMJW2kzBTj88Yrrrf94GTy204" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="hnUZD6DZ">
AI </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3mVW4Rny722YxQGYW8JWm393bXTygW3RZ12G4-lFw2W2h_Nb-6c8FRCN2FdqP9Bq7fFW2YBP5R5R9_38W6F2DgW51gk-kW5wq-5K2HxkTmW4MGn1c6Sc1njW3dhvFH15t86gW27d8pg5lSKk8VfzQfV1Bb5RvW7-GQCX57DMdMW478SkG27wbZmW3vmwpj7LmxxWV74l6t86Z9KCV52l1g2sZGdKN9bTR-dc3C7DW1J3RCs4QJVScW6xkg415NbTcQW3Whl_D77Bfn0VM0l8y6FbKxtW3NFXsq7bB6KSW8-_KrY2sL-59W67yLnH3KV5chVSDX2B17zKhgf7WV_s-04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="nkts4X+C">
Cursor cuts prices and adds enterprise spend controls amid "tokenomics" reckoning </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3l0N3j3dfSb3K9dW6l6YV57XVdz8My2SQNnhhX1W6LRXWc99qWHnW8WV53c84Tql-V7M5Tm5ykHTJW4MN_zQ3tbn6gW8Z3PSr6Sc2nbW712-DC4r1PrSW3HsPDD8PJzGCW2qdNsN2k2blbW3BFkS18d_tHbW7MMWqJ22c0smVr2t5n2FtHC6W5-rhvn4lhZJmW1Lfc7v2Wc7bqW154mJg3-lDGfN8tmJt1HVK1NW6kJck63YL9Q1W2hNRH76mRl5bW3xsgnX3xXkNcVs5m4f5Ll82YW4MKVJv1lb-hrW8thSXw64FmgpW8lSNJy7wly0DW5mmTTp2Fkk93f4TW6Z604" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="+oM0MZMP">Paul Sawers</a>
</div>
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<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3lXW46wbpW9dTKJRW9f7fWr4nD2NwW5W-d7S9gcnNjW7p8Kj_2Z7jqgN4_YkSWBHx_qW8bN8W63VvBclW8kJ7GT1PlMwVW6-J_bq65-M0fW11NnGR2wz2x4W1pnVH75XkQ2JW3XczQC9dMFf8W361kB_8KqQKWVQ4qMc6cGFc2W3ZmpVr2PNkXkW57VZS_6ycL00W540QVr2YBWwKW8pLbMC6c-70bW8RbRtK7-8GXfW1JD-nw409Pl5W2JYl794hqfn4W7xnYmH7VckxxW46jqg42GdVV8VB4rHH5hVSpBW3sQlC84x9w6BW1XHDdv4WyVffW9m1qKz76NFdCf17wDqC04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="SOChjI5c">
<img src="https://cdn.thenewstack.io/media/2026/06/a51e3ff3-barsrsind-gtkgtdjwyxq-unsplash-1024x819.jpg" alt="Featued image for: Google Gemma 4 12B nearly matches 26B benchmarks — and runs on your laptop" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3qgz0W7lCdLW6lZ3p3W5SnXDc17W7gGW7vwL4W950N9jW9bk8Cy2p6Nz4W920NNK2pmbl5W2SWHCt19k-ygW13XKvr2h5zvPN2FW53G4y-YHW8cpXHQ20J9brW1Smt-x5F8trQVrB3Cc5R_J1JF15bspyvkXkW291gvY2Cgl38W3xBX0r6yPql4TV1M_2l7X-pW8WXjhy1pkZj8W8f-kPR89hCj5W6G3wZs9hh8PmW4hkqVy3db27vW4j8bPt2y4qb3W4cqMRq1JKJXWVgsVB51FhGPPV6gjbb941cyfW4Kylc23tjQ52W4y5QWd4L2zMbf4qqjNP04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="r81eKHso">
AI Models </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3lGW8WVb_43bXdQqW1sZnr18l8jLlMQYJJJ_53nzW61TXvl5wLzW0VLpGM_83HrLHW4_2RFb1LYHxGW3f0XZC8CjsC2W7rcysH7f8wwyVfWD9Q3TZFlNW847swR3pBRytW2D07Tz8VLVHzW43jktD1Lp70CW9ddqvP8dRgnGW86W45P6bGRDkW6lCXYL7DZp4FW86cBD_94YMvkW6QM0Rk7xCbyNN6JxFwL7SdW_W31bXpS55sjssW8zpDFW41RCvVW87LMCh3376q9W1XpgsN5NMrGZW6dbShC49qjMRW1MSbrh26BtkqW4RTkRC11H9HwW3JYdcr2vjK48f1P9HDF04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="85jEIpCD">
Google Gemma 4 12B nearly matches 26B benchmarks — and runs on your laptop </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3qgz0W7lCdLW6lZ3pvVjQp0q6HGxfHW2qh0S23-BCrQW6GJxzL4TbwPpW567LP06pSgLXN1M1lMmZp_y3VkC9lh74Yx4fW36nwm314byQPW7gwKZP18P2y0W5_l3d96r4LLZVyhwHC5T-qZHW7nJy3x4NTFD_W3yt-Sb5gp9KrW6GfM7m1lyRKgW6xdBsf7w1LDkW8GHJC36dk90fW4fzx5y6GyJqRW51KRMn6_F41qW5rgS5M5s4lDcW46vBhL6TMlyJW38Fs575tyjgrW1vvW655S0sj1W2Y4Ny36XklT0W6bxD4k3YQ31kW2ZWkwd8VvNQTd8F9H-04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="JZrd2Rni">Meredith Shubel</a>
</div>
</td>
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<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3pRW5Df7zZ7ml79XW582YJs4DKrPpW4W1hrw7WWFByW1ZfKHG1tffQDW5W_D2x8WgblXW8hPPVv7lFqS8W54sBt78xd6CFW3j9Y653wlB7NVqzT305TpHsCW6q89qn71YXn2W8cH5tV3Vbx8WW412YqH3_mc-kW87mVGS6-V32XW1ztcvC5xk6SrN8J4BfrsMGybW4xkTn33PCWJLW8v1Npp1twFbhW4d080g3NfwthW4Mf8Wg3JHhTwW6tgmFC4VK0nXN6vt6pBGV-SWW2cvBBP5wQBZ0W4hqwrh7m342kW5gwgF19cfFBcW1f72fX7gqx_1W2Prv4028KT5df2YDs7T04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="X+BXQTQL">
<img src="https://cdn.thenewstack.io/media/2026/06/9e5ce8a1-jakub-zerdzicki-vrf2anqwzlo-unsplash-1024x683.jpg" alt="Featued image for: Snowflake thinks it knows what’s really slowing developers down" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3qgz0W7lCdLW6lZ3lDW25Z5-B64jjb6W6YC9RN8yKxJsN7rmdY5X7clLW8rJfTy7nQRb4W42T3-d8JxwkDW5jHl9q6BX3yzW8wBG3T2QmzvhW8fxbfm64ZP4wW2vghjs70MYGTW2FMQpH6qTzL8W5M4Hyk3qrvznVM1L4z3B8tY0W861l4N6ZNdXKW7G6KX57cRr-dV9kHJ43tZpZBW6S0fXB48P5XxV7kbMF1hKnpwW1tMTxx7Jw-4hVMNCwf1WMBg4W1Rrq7j71ljtvW1lcnnX3nmnMnW8xwcPK51GbRRW9jkcJ62Sqd0lW1l_g-n82flhCf3z0k_T04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="EqwIYxaP">
AI Agents </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3pfW63lMRz1FZC4LD_0_s_PlYsW2ZpxJW3x-5H3W6Q4Qf61Mh_XPVD9ZZD5MHmFYW55VYlb45pWmHW7ppQh89ljktZW7WY5fS7RygMHW3PC8ph899Cm5W5Zvrm657ZRKBMTLFDX4hcd3W56YKWM1K_PBKVHpLs-8p_CYXW6J7JDb37S9N7N22ZQ9mp1P1KW8dXqv95hyz1BW2pBc3B8Jz6snW3Zn05S60HHNMW8tj-FG2Thb3gN35-psKyLRH8W83Z1F98q6pvHW3TQXR_11mVHSW2WW57Y1cwb9hW8NsSdz1b527cN2FMplFgnyDTW2xqBYr2zq7pMf5DX2YH04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="shwmxQ4u">
Snowflake thinks it knows what's really slowing developers down </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3m1W2B_23J2XDcBfW2z2WSd3WWdDGW76ZpXM4xbTQtW7zHjGp6FH4Y1W27xbN976NgdbW8Dt9rC3wb5G0VLFRVp70Vn86W8Fdk451Ckbr6W4sbWRZ6dzWK0N3S95DqCrvH2W6-9S-222D5R0W27y6HS6BHtrxW8sl9jr5RKq1hN9fJ8VRHWkK9MpMHfBPYKXnW39RWqP225rwxW2xntkl5CDMY2W80S00h5QfTDVW1_w-PB8vT6NPVSFG-j96dt9BW33Lbn-8_CR3-W2_KNZk94HgCKW7LHFV23HHMQlW8Ndf8C6NPM8fW8qlSCP60RmbcW96vr086gWSQjf5cWlPd04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="qIRdugG3">Chris J. Preimesberger</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3lSW1PK_cW8_RQWzW3MY_Kc4LqZ70W4Xl2M51QJmzpW9g2Pc03lN-HXW2-LG-H7DdQFkW900J5D19VmP6W8_gbd37j0VM-W6hVFN18w3393W6jTZWt1-mXgWW5hlMWf3NMg5_MVV442KQpXfW6l8Wwj2Tl2CnW8mhpd684HnwvW3_cVvC3P4fHLW5MLN2M5T8mDqW7-fbCz3F5VDkVTQyqg40_FzQW5s2dLd5qW2kdW6CvB5Z8SLSB5W1PFr_f5-NfZZW2CmYgM89Nv_2W1sQ79C1B85twW5FqzhF2sgY0VW7fW7Kx2Y6c4jW8LQ7s33L4-djW7H5Nmr1TjffFf84W2XF04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="Gj5k1VPc">
<img src="https://cdn.thenewstack.io/media/2026/06/135a4e92-logan-voss-_rnfyur7ivi-unsplash-1024x576.jpg" alt="Featued image for: Autonomous agents have met their biggest challenge yet: The database." width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3qgz0W7lCdLW6lZ3mhN99sBkBjr8djVGSLbm4Q5tTrW5Xn6gx3YRvzVW2pc77f3fT337W2m4Zgl3qtZ54N7w2p3B4H7__W35GJ2d2TPVXLVpDfR76193ZdVfKLYK2RHmKwW2cGpPX1PqSfWW6PjWTG5ZR6ztW1SmxkM3VKzHCW6G4-PD2NwC65W7R6Ycz4BbKQSW1mFBML2yChxkW5g_60k1XFlGBW3-lXN014rZRrW4Cvt9J84XQdzW7w1qxp6VZWPBW69Dx846bSRb-W3PKcbN4Bl61DW5fY6BC51HXVZN7_DlpSvNJs6W1WQN3W5GZsjJf7C-ms404" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="1" data-hs-link-id-v2="6m6DUnMh">
AI Agents </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3pvW5Sx4lT8m5TLbVTQgxB25VVSsW5m2lr51c2hQQW4z_SGR7n8ZytM6cw9dhLV-gN7gzYNJsbg6tMf6npsldgPdW8Xr2Tg1nwgGBW3dSHr87c63hMW7R-1vX7bcsP3N3Qj5mfVFsp9W83BQR18Xy9LrW5KRrhH1bJP09W6-GFM47Z1xmfW1MTQss2jgWwwW2g1tgS96HK1mW55yk9C2FPJMmW30KXRf4lZ7lHN98y1DlpWNlyVyPd_x97ly_0V8ps992rXj2ZW2Z5xJR8Y2y3WW8LBryc4Bjn3PVwc_vs6KlNj6W36gqWB1B2kCQW7K7Y8k51MLP8f156bfv04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="UfGoYAjn">
Autonomous agents have met their biggest challenge yet: The database. </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3lfW5x8z4-6R7sYlVPDFF03CWltqVXh0Q64dwkJkW4fDSxq2BrRgzN63XykdmbwVzW4TBTh98Vv9GNW6TQLZh5VfDtNW2MB1G84wc9WjW7KZJGb11n_TPW24Ksr8399MW0W71Dgfz6kdN60W6jlG3-1yH21pM7xLf6fsVy3W7WTXTB7zdkdzW7YLmh27gnPLyW4KQgKn39THjxW60N02226bdTlW6hr2tm2KvRhyN5NkqTwY2ybnW4Zbcf711QD_BF2HRBPtTyVxW99S8B17TyCypW2hXXhd6PGKCVW7MWJ223_CCsBW3gVnkQ9h1mVwW24k2GY7BjkbBf5yyMJP04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="hGUZ0FFS">Chris J. Preimesberger</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3mYW1mJJYK55bYL_W86Js5c6XwrnjW24zRZh1cZqB-W2nS8bR1XkhnYN5WrXCjGv9hYW1GydRH1yH_wvW5bHB_C191-HTW60LQdy5sxbzgW3xhhdb4hr7tmW4z2FDj3s2lQJW3tvjcs3j3hgTW4t04vy1rTnCrW6kzk3-8cj7wqW214tXw6pBzJ7W1m6QQf8zpnCLW2SD7jG5F7hGSN8y5wcS79PHPVHkfHN4XS89cW4FcyNn7fmmjLN1tMP9Bbp3VZW3HC5Xc6x_70VW7JPzjn343-6XW6vP5_R7scJHqW1gWH1R34L253M5y2qFRRJydN66lQWM14V7kd62Jxn04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="Bav7+v3B">
<img src="https://cdn.thenewstack.io/media/2026/06/48c7afc4-steve-a-johnson-_ajugaztnug-unsplash-1024x576.jpg" alt="Featued image for: Why agentic AI makes the ops platform the most important layer in the enterprise" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3qgz0W7lCdLW6lZ3ljW1cwYRZ7Cw3JpW37bPgn8ghqsGW467tDL8C1Ql4W51r4kt5K_V3TW1Q_ZXg2_Mfc0W8JD5BT4ZvBbyW8Y-pXN3P_3l0W8Tsqs62_vy2dW3h4DJK7wQM_QW6rZLjk3byXbpW7LgZBY6HYzN6VC4Mfm10hFVtVy5qdx22x7YgN3gxZ-qN950hW88Yrp65jjDZPW7pt6lH85FlTYN2T_DZphb0NrW92GLjT7bcWZpW2Shsls3T6BgzW3DjJ_-7v2Vg6W2NmlXD2SbvcVW2ZtThv63m5DVW3rJ4FQ3kpKB0W16kVMd2kS97Qf61p6zd04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="uUyhVoBh">
AI Operations </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3q5W4GVnrD6rzHv_W5QctpH6lqckYW93N2JQ9cf7g9W5s89nZ4ssTdbN1XJqm5k0V2kW15b6p9673dXTW8wq3Mx50jB6MVfWgzN6mJBrYW4m71zV4pHQvQW1VS19K8FqXhNVqksPY4gBslrW6S_m7y2zRBy6W8C2Kw88Mv0mmW6h69fn4ZCmC5W2mGR756pM1wYW4LrRT84wPTZHW5prrZ_6CzHh8W3GPsqQ5cqlhBW8zt23z7zjysxW94Gcxj2-pFZDW1BG2JV956DnJW1qd6vc5fhvWGW1WPJgk2DJGx_W6zV2bY3tH9zNW5kzf_g7bBc6PW1klRlc8VtBQzdhCVqj04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="YWCKHjGZ">
Why agentic AI makes the ops platform the most important layer in the enterprise </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3qgz0W7lCdLW6lZ3m6W4g6GgJ9908BBW1pDl256YHB5fW6_zj097770RwW4hRWzN7mJGZnN6pC44WPt8C7VWw9Yr86gVJFN8q6Zm8Czkh3W1NwNBh4-l_bgW5_84Sp7-Y42wW5mvL_64KxRZVVmFcR48yBl9JW4m1d4-6mMsk1W2_wb4q7QL3SpN19L1Y79BqMdN1ndjJd3msD6W1_WgRz5k-1xPW6yRy-K8vGjWjVqW3FP6r85NRW1fWSBg30WmGHW2DS-KR4plpp3W6WjWgL4Gbp9dW75bClW8Q2T1cN8jL3Yxss73tW3Nzgdm52cRVDf7by5ml04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="BeBKFCEq">TNS Staff</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3p3W6QZzGT52lwgxW11MSHC1t-kbVW99TTZ87C6kNkW1gxtS78z5rdkW3sDzgn6Pd8LpW2Hs72X1JGqC2W24YD6-4jMkgLW1yxh4K7hYxNcVlgh5429MGqQW66DnsL2g8LHFW64HNwK5-1VXMW32VQsY6nVQpjW6j4Y_j8BsGtgW4f0Y3W93vJ-WW630Lcm4VHH_rW198j-816g9hPW2-3R4S1f4SKDN64-5gHycXMTW40fW2M8HFlS7W17r2KF32tKN4W13VdSq4MvnnfW2TQbSw8k_FLWW6zKBdf7cJ_DSW9cjT0g15pd-bW7ZvRJB3zB6H-W8PzWNW6v2Bhwf83TP0s04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="c9wiFTYo">
<img src="https://cdn.thenewstack.io/media/2026/06/9228c0d6-logan-voss-v0sixwyivly-unsplash-1024x576.jpg" alt="Featued image for: How to dramatically improve enterprise security alert tuning to battle cyberattacks" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3qgz0W7lCdLW6lZ3n_N37SHmx1Xhy1W3tSx-55RmLMgVQg_9Q197-9dW3vL0075WjZt7W3_H3y64PdshHW3ds3ty4TQLQ3N6B0tDmFk9pDW3y5c0_2CWrrTW4QHfRJ1nM59dW45-LT_7Vlc-_W4b9mS43HJTvwVSQyzt5ts2DTVxXppP6l-PtMW4hqlt82LrQBbW64c9pV487jYKW52n-LD7QVx3xW9f5vBh75JPfrN64j0Tp3WYHRW6rVBj36sQn4RW17MNf16B77nYW6rLvZ086Vg7lN2MRstzykTRxW2nFLl81ydz3FW13XpxV33cp3Mf6t8lzn04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="GqQrfzon">
Security </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3kCW6qdG0d1KZBl4W6FL4bL6p0MRkW5y8Fw82PVrHhW2QYmJG8YVHKSW4fnQNh7JR_ZXW8LSl251YQzHBW61QC9z1wFXSLW4PcPv21ZxPKJW7QRHKg7KdYCwN84HW91KXtsFN3HswFHjSmyKW68rZ_r81t79FN5NtmX0m9-08W6ThMH_6hnZCJW95r4pN3QswXXW7K3pqS3J8BVRW76nt6Q87gfr-W3sc-B-61CMxvW4n3ZFg5gc4xSW8SVKbW98szwPW9hj6xg4NCL3LVj3WCq1GlKSqW4mpfgm5MwnwwW7nwLyS5ZNldHW12BlS17m8NMMW5y38Xv7xq9Snf3cNQpz04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="4pUVyQs9">
How to dramatically improve enterprise security alert tuning to battle cyberattacks </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3nqW9ghC1k6z3vt3W8HB-B53xZhPzN9g2r5pLW7KGW6B_c4W4yc18HW1jn4wK6-wLKZVLcKP67jF1mnW6YQHTD7tzwlwMvN4dJ3YGMnW22xYTQ19GhLNW3db8B11-39NPW5Hwyfd12qJgdV5Vw_t4P2mrtW2Z_mzr55_7tDW4lqqD25gjpk4W5yplnD58MsPPW1xb2Z57PrmdyN2qhlhVMjw4lN19CC-D1N6vRVd5p-b4MsRtSW3MrSHF4bvRmjW1lPbDK3MfmthW4cybdn54mvPHW7FLwlJ1-sQcCW6CYsNn2l52GHW3lSG6Y4ph-NnW5X6GJk545X-Vf2_rYsW04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="MwbwBaKW">Todd R. Weiss</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtVs3qgz0W8wLKSR6lZ3n1N4Gnhv88rbXXW2PsRdt4zjSZsN3C7Bwmh0BPgW83_yZ859Lx3DW6JDSR61cDTDLW5SC4q85wcHlBN6kbYkDRWY7nW4KKVvj9bC9rhW43MBfL4BwLFmW7vsGn37w1zPGN4zVDF1Pfk0CW84xV2Q8-8MM5DdrPhv_Ff_V3CmWN26fNQqN6RzjnYWq9yvW3fcyQd3QhDlPW7QZ2LS3dDJf-W15Js1h3ylNwHW1T_zyN2LlcQtW80qZRR6Qc-D1W4bNNjT6r4cxmN4TcBdKm-6lnN3p8dqZJ9P90W6MxkNM6YGS3HW1c3P_Z3VTnbKW8BTmPJ8QgbVbW122wVT6hZhXNN1y2S1fxqG3vf1nHjf204" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="zmT5huaO">
<img src="https://cdn.thenewstack.io/media/2026/06/08e8ffe9-logan-voss-6fqt-gx3fos-unsplash-1024x576.jpg" alt="Featued image for: Why the need for humans won’t disappear in the age of autonomous databases" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3qgz0W7lCdLW6lZ3mCN86mT4JzZm1VW3yTnd_4xMgRPW5FC5P451PX1pW3_Bjfh81kBx8W6D03vF4TFM8RVl5Htw8wtXFgW5cCsZM5482ssW9g8-sP2dn4m6W6xMW0q1VGx-gW8Ybl-S57RSWdW17YsD777H7ZCW2byYWC4D3KQQW1sv4Jr8bCw6LW1VRg803F0g2XW6YS0dC7svNQvVN_n4L7jV7mBW1P9-4g3sPhKgW6Xvy7c2Jb-psW56xPxg60DXYdW8wDctq3-NGn9W61-ch17SYvRRW38yJ3z2wmknKW3-0Vlh65lqmyW4k3KwW5QR5d5f47p2hK04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="w+6syV2B">
Databases </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtVs3qgz0W8wLKSR6lZ3kPN4mWkCCr4y7zW9kpnrm3GSMjCW1Y7pct2VnqfvW4nVKdL4vJvqPW1TVR8s2tq8qdW1hZZ-34DNdtNW2JN48q15Gf1DW89bMv84RxXlgW1B5zB41VMK1MW5SQ6Hg7W2tcwW5t4s_K1km90nW3kP79l8NJyN2N8jWQRxkgfw_W7y9FCl77rBHsW7gY20631YnF8W31_4Th1ZT3qxW7xrrj_8F9BLZW47bY2b7wwXtQW2KD6vF4rvPGkW119nDJ7_k1qXW307DgT9fxrfyN6JC9tcXc9wLW6jQ-vQ100WMwW8cKwWw1t6FR8W7066CZ1WSWZwW7VX_9v27lnJKW2HLsF43x5PGbW8rGVZT7Grw2Hf7L3p2804" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="UFu6DKBS">
Why the need for humans won't disappear in the age of autonomous databases </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3mJW5FJF-w5dQdXQW353DNG6j8tnBW8pvBfP5xdD5mW6bMjJ545TfY6W8YXzL33gZZB0W7sMQJW3bzDSgW3S-Y4L2QqRcDW2HDmdb4ySnrsW1gbJfl7Y6tl8W5_-NCc6bCzGhW8p6c1_8fzKwwW1XQz4J8--znbW1DGHvw2Nj-g5W6G9V_j7QtX_XW6P7JqR3TjpwpV1QXQc7b_NB1W22B6xy1Dsyl5W3RhMQj4JM4P1W8hsTF01tLTNMN2-_2PcWc6SHW2z2Qgg2lqZrCW8thSHt48_6zFW1BpnVl6gBk1ZW5SJsgx7dccxfW6w2S6w8F_fkgW6WMq905yyJfwf5d32WW04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="2" data-hs-link-id-v2="YT0qskYY">Chris J. Preimesberger</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3lLW2XfSbs3pVtNqW9jNXp12ZHPrpW2Y5Blj6_86YnW5RgrTG3Myq6NN6RDn845-tbPN2njsf9v-yR1W1h0T5d57cMf4W4D87DJ1CxJn2W7-Bm2f23xM-KV2jvSm6TNsBYW5zz7vk68Y72kW8350_273rr0VW7S7nb16w-gnZW1QBZjz8rD2Y3W7sZH574lyP8rW2kSBh71lb9PqW4Tkpy04mWv82W63-_pL53Hs5tW6Jb2n_3k_YKMW5wTYT260CH6vW1Pb8dj505TWCN5lYvFjMyz56V1mth72dwngZW4qwnN_6QyJMkW2rn9dr3cXGP_W36qtq23BJMXfdfdQWH04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="aha0sZLj">
<img src="https://cdn.thenewstack.io/media/2026/06/911d4dcf-mariola-grobelska-ruyb0h3oq7a-unsplash-1024x669.jpg" alt="Featued image for: How to secure Kubernetes in the age of AI workloads" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3qgz0W7lCdLW6lZ3msW59znps4FkXjSVFw4SV4d04ZgN8h3B1BwfhLmN8lCZmGjzP-sW70pBlP46hQyNW6wjJ9H7D5rGyW41G-G04lvlyJW8FdwZ46CmZmfW6nmZdh7LXb71W2NzTq42C0XrdW2NZNb_2myTGZW4CFvBb6HJvjfW6T-KMH84D0mhMStLRpFwRRXW3Nx58n3QVH9gW230MWd29DgBvW8HscXx1D7K1NW6pzVVp4S_DP1W7_Yt039387fTW4bfBy15FQXs-W5MgjyC8LnhFyN2xynlnrNCbgW66Kc-W6JNP6SW3kNKZx1MWcJzf6lYCRM04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="oG0D6vQ8">
Kubernetes </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3pTW81SPs53tF6yvVw0F671sPhdGW25m33C4xpld-W6dcXgq5z7bD2N8JSGCzWKlwKVQkq6r2xb9LbW8MYxcG4VcY5QF5HzwvvD49MW1k7_jX4hQp45W5kDL2V21vBg_W1wJy-d6pQHTkW2cGf_84m13jdW7X3vgx8c-RbCW12WGBt57F_6bW3tf7pk8nsS-tW8-XKVw6hPBscW48NwW71TnvjSW7K5QX061c4ZzV9Lb7d5zHDXZW87qPbW8RDxxBW74nVgS6jbC6SW6FQFwK2c361WV4s8QW2FSws8W3FFplb2YM2WfW2K01_G8k08DSW4M7LQk1NS2hZf4sT5YW04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="2q9ScPiX">
How to secure Kubernetes in the age of AI workloads </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3kNW2MJ49w8s3_dZW2NjgCC252T4KW4ZvDxs6DGKkQW5GBYSg8s3GT1W8n0MX53KwZlbVRz24Z6rWfnlW1ZkjbC7KXfhbW59gQf87jZdfzW4gCQYf8M0nC5W1t6xWp69qmNlVZN28j6Pk1fKW78S1Cb7y5qsMVlb2kl914kBWVS55Cc1FMk6CW1NDD8g16pgWbW4lfbvZ2ny_XmW3wq1JS8lyW_LW926BT344NW5_W7qR4Rk3T5FjfW8MY2_l4DzYdBVQcBrM755K30N2491Lkf1WLLW6slrkH3Wx7vmN641vlXHfc2PW1QY65W6-rsXRN44qFNNQlpNvdmVDzW04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="USWp5ItS">Mary Branscombe</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3m5W6kxfQZ8PYfnRW7P-c6l7H65cdW50pL3j8xQKc4W7V0Xzy8498crW7s38tP1sDLJmW6sNBxd7cF4qxW21N6yx7K_18QN2lPvnCFZmMqW7-YY6D4bb6v3W4DHh5j6YhnfDW71wpRP5H4ww-W5PG6pf2V_Z1VW43yjYH44KNpBV5T05k7_8TNmV8gCj47VhlSLW1qr2wH3pVl90Vb_QHq8HHZP2W7M0bFF4k1DFCW956w1B87nsKqW16RNZ-7XjWJkVRP5r648lw7-N6_P89Kc1FrHW9jRGc72Wf_nCW43Dq3v8z0QXlW3R_5Xr3WNd9dN1wc6x1mZ2J6f4WwyBv04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="xA9eTDm8">
<img src="https://cdn.thenewstack.io/media/2026/06/293e0d6f-screenshot-2026-06-04-at-12.19.19-1024x538.png" alt="Featued image for: Asana says its new AI “chief of staff” turns your Slack chaos into trackable work" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3qgz0W7lCdLW6lZ3lmN4fVrsZD30_ZN8slmCqpfbMHW25HJFj904K_tW4DpDg270qV8rW7gBXFL10dyWtW27nHWT7dQv_DW3Q-VHP2n2XKXW40GhT76NFb30W1gLw883FW4czW8Jqx9X2h6-l5W61hWHk81M99MW3p4_155c6Yz5W5dv0RP3P5LQNW7bXPvL6VFmwtVkZyjy38Z5ZDN6wZ1X9J5x4BW4WTcn-7TvMxcW4PP7Tm4SSkj0W5d9vjD2Lv2_cW3VRRPj6lBRHmW94wbXM5hxh5yVrpgf15JtjjVW4z4m-877Z3YKW6bYfxR5Z1X2Jdt76M004" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="2" data-hs-link-id-v2="BeXWVovV">
AI Agents </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3pYW2bQGGH86dQGVW6Qgg9D7tMzMhN4StmZ3PVtYdW8PZGzw8ZvQqsVJDD081rNwmWVp1YWK4LyC99W8x0sYC4xkX6xV61zQZ4Zpl-PW3TdrwW61SFT3W3BTWVK6HSqtLW5TZBGL4GSwSwW5VGLpj1148dQW7-gs7N6ZG4_JW7SYtxZ1DY3kYN7jfLQbwvL5SN5bdvQSPLk7HW8hDfYv2tG26rW97S94K2skNbyN5f5c8QND7KXW5gk0rv5pRv2mW8bCGL418DLt0W99sGjr68-_LgVsnkhT4WQ-5mW8jgrp694qQvjW92KNw26D3Z04W4TLCbt5_9Nkgf6VjfWx04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="wD3T8ZQb">
Asana says its new AI "chief of staff" turns your Slack chaos into trackable work </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3n1W91xPPR1PLq7KW1Y1b5X7dVX_4W7Pqqrn6gzJ22MVl_9QZKS9xN8RM5K4l57HSVJYpS22gmXlWW85cWsC2-DxgNW1X_fs26pLH_2W4CGVRg2zGZvBW4ZP8yf3nRsXjW4Bz3Q04kJv68W5XQ5Vb94LsvSW2Tlp8w4TQ3l3F4lHnXFcLjlW3trP0K3HDbcxW1SRZy862mVqHW3X8zhQ2wBn-xW8NCkpS114m82W2X90qJ7pT24YW3VSTym4V4-tvW57hs4n4PcGwyN433RNm7QCb6N8J5YNwN066rW5QjRx12XjzmRVjn1XJ7fVscFVxmRDz3LzHm5f2wFF-C04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="BhaE5+a3">Frederic Lardinois</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtVs3qgz0W8wLKSR6lZ3lgW90rgfl7FLyvkW3p_b-11mZ0B9W8MltG531DGBQW34Lcj-4g9yb5W60Tw-84GWNqHW33ccqL97ykY-VykyB03VLGCRW2SKzmL4gfD-8W2V_zKD5lmVbdW5P-w-y5rcW6jW5bw5RV3CG6rnW9jl4NG81FgbmW8y7R-22TqCv2W911wVp4CNc0ZN8vQdzJZd3DdW5jjdDt2TH5dmVv3tsq5f9N2pN5sxLQ9DlKWMW7KTGTM7qjQ-yW4NtLm027kjScW657t-k5D7LMrW7LxjD56P_qL5W75YknN3c6KX2W2TKSBy83LSbCW6-wFp_4gM3fZW36h8Pl1N1fkmW5bKLRZ7rj2ttW107gLd2t1s3Nf8l53QP04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="nD/5WbuV">
<img src="https://cdn.thenewstack.io/media/2026/06/65a9760e-asaf_mate-1024x576.png" alt="Featued image for: Mate Security’s Asaf Wiener made every backend engineer a model router. He’s right to." width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3qgz0W7lCdLW6lZ3kFW4fQ03v8fxMcwW1DNZ1Q8s9J4LW1VTTsK9jG5nqW8JXGR47LGbgTW88wWYj52jKBlW8N-6sF84FHndN8yjMZ3XJnZyW85vjMK2VyQpBW47Z8_f3l8pN7W5vqYy06ByS3HW3yXJrB5f-8lQW1fJfff6p5TY6W7DQbHP2r2wtJW7-74W99h1QQ1W1w8_G554-1YRW5p26PS5QJ2wTW8PQqvL4GCgnLW1xbcn14ybHKDW2bk6gK16GzXzVScH3L8f3G6KW6TFZlg2nTW6nW5GK6J-3SdZnYW8ld7G72gCTT5N4QZD8JVMXdxf5fSQt604" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="1" data-hs-link-id-v2="94jhs6lq">
AI </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtVs3qgz0W8wLKSR6lZ3lGN3QSgbztsj7hVJx6vC2LnjxCW8-Dc4v58BhnqW44BRNs3P-NCjN91GTp5BmZMlW7gsKPb4vXL7xW2bhBCP1rWPF4W85R9WK6dymmhW4X0wm648yQh5W8ltpnB75SQV0W3bgCm-4RD3mqW2fbfXM6Pl9RLW2RqXSP2sC1_3W54h_7T7khVctW548nf24JvF4sW8kQM8L3sM6_-W3kdr2H94YRfHV36bbN5PPYRxW6sdQLM3Lm8PkW2GdM_j31FcFBW1CKzJS7SFrvPW4fm9_B8yDq88W7QZG5Q7yVfmVW7_fC7N6mNTH3W3p0HZV9fhVC4W6VGPKw1S74nPVxsBfz72H18GVgFhmK26XYhtf4XSfDT04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="lucUFfjt">
Mate Security's Asaf Wiener made every backend engineer a model router. He's right to. </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83qgz0W7Y8-PT6lZ3k_W37fn4L3rKGQGW6gCZPz4gXNTpW3nWDX42pzcwRW2pvDtQ4GGCVtV3mHPM7KQ52FW10ZwvG4F32TLW3zdQMT2Q1GykW2b43s26Rm3pRN33zVFp9sHM4W8zFh934_qBjfW7Xz0y33fyBtPW3v_L6T4vjx2SW7zlvRb4xjPY4W3xwSw03_T9QLW5mBl-749Br6lW4NDB9938jmNcW4cR_09354DkxW37K9t96fh4RzW1SCpDf4C9Bh3W4s3GMh1MGsVkW7Zqwvs3tKB_JW5Rs9X762Q-TXW2TL0tS8yfW4hW1V7GNz1cwnw0W21w8HD3XDxqfN75yYjgz64TGf70t21b04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="GrHITt9x">Matthew Burns</a>
</div>
</td>
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</tbody></table>
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<h1 style="font-size:24px; line-height:1.1">The software fix that could shrink AI’s energy bill without new hardware</h1>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3hCZYW7lCdLW6lZ3m5W4N8Cbd1MZy5jW9dZ_pv6HpTShW4p4hxw1zYxR9W3jX9VV5t9yy7W4bPwwy2D4JMjN2k3477GH9WzW47bQS52QXHmfN3qZj58PY7Q9W2CkyzG2nvpN7W5pPRLz6V_t32W6mFrGp27lQ25W1xPF-j4-Q_1lW6BqtMQ8s4mYsW12NYdL7mWjkCN1Bq2N_6J-RZW7cR5tT4HjzzmW17MrzR7lWfZ1W4q6V8v7sVmFHN786rNKCsD_NW89m2Q14GSkTkW7-MMnb30y4tCW4qsMj_7C1dlqW5pM5t81p0G3mW7kGDJY6bhpHzf7yqV5q04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="xi4nKIBc">
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From our partner <img class="byline-sponsor-logo" height="20" src="https://cdn.thenewstack.io/media/2020/08/[email protected]" style="display:inline-block; vertical-align:middle; height:20px">
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<div class="post-excerpt">Reduce AI energy consumption by moving from batch to data streaming. Flatten the compute curve and cut idle infrastructure waste today.</div>
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</div>
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<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">FLOW STATE</h2>
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</a>
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<div class="cta-headline" style="display:block; font-size:18px; line-height:1.2">
Operationalizing AI in observability: from debugging to automated remediation </div>
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Engineering teams have more data than ever, but humans are still the bottleneck, manually stitching together logs and traces to find answers. Join us live on June 30 for a practical look at how Datadog’s Bits AI moves teams from manual investigation to autonomous remediation. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtSH5g8t6W50kH_H6lZ3kzW6lfPbx90hdBwW6FRxlJ5nPBfwW5KNFqb95dHGYW7jz-2_8QyVd2W1P9kkq8G9VZxN1dhWfVbQ0SqW3vS1Vs1HVPSXW8XwcpS1HLFWPW3JG6LX7LJHVDW77xpJM5YmCl2W3Tx4G-7lzNzBW7YTPgm5hLFLnW5ZMfyn2X_ch7W5JKM1R5m24-zW3_csbp60gHfnW4hMV5V3YWQntW2781sj6ZQ49yW1hm1Jt40xfZnW49v8zx4SqHMqW1FgRP434LGwsW10hYBm3wkS_RW4xVrDP1zJM9cN8qkWym3T08tW6BZG_67qvT_rW44LCvh8ykTQNN57m7Mxj3nYCTXDJ14MmMDxW5d2Ykn6nmxyBW2WKYbk5fhCZsN7kCdx-_TCBzTKgQX1VNmz_W3gjks98Fy69vf54bk6804" class="cta-link" target="_blank" style="display:block; font-size:14px; color:#ff3287; text-decoration:underline" data-hs-link-id="1" data-hs-link-id-v2="nnyq7H1Q">
Save your spot
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Fresh data has us asking, does AI demand Kubernetes? </div>
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A new report reveals Kubernetes’ central role in AI adoption, while highlighting how engineering best practices, platform maturity, and guardrails are critical to managing complexity, security, and scale. </div>
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Watch the episode
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Taming the agentic influx: a blueprint for AI business observability </div>
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API analyst Kin Lane tells The New Stack why business observability, FinOps, and MCP governance are essential to managing runaway AI spend in the enterprise. </div>
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Read on TNS
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Microsoft, I owe you an apology, I wasn’t familiar with your game </div>
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The company is trying to show the world it doesn't need OpenAI to win its slice of our AI future. </div>
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Check out Cautious Optimism
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Plus: Nvidia's best model is now live
View In Browser
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTg5m_5PW69t95C6lZ3l5W7wF-pR2Hb9ylW5JQN1x8kr_J8W6m3mKF6LTcQDW4r2ksB98bGplW2mXZ5K8pCvmnW5x6xVj66DKbxW6DDV3C6673cyN2wN1pNf_rxZW8kBvrh6ccrKTW7KszHn6l-RPjW742Zdg2Flz2bW9hjf2J6MHcJyW5qtlDp2s11zkW3LlJ4870jD6_W62TMsk3drQkwW1Zb2VC2_V-W8W1vND719l2GQvW75Jwwf2-3x9HN4z6x_Fvd32fW6x8kfg4DLnFrW4BWSBs8DPkyJW2-Pzql7vDWHvW4bh1Ym3-tHzgW4sw0l03_DVTwW3ZQWPX5j2ZQXW2S0Tcb7JbZ_GW6j1f9W126s5-W7rNQ7f9dnfhMVQNf7X3VG-49W1HsfHc223p65W6FdqjC9dB06dW6jMKzV6ZB1svVHv3z65Ynjp0N967QFqZp76xW6FqFv03MqWH3W5j4lPv3qSDslf9f7jrg04 )
June 5, 2026
Put your money where your models are
Two small updates from Cursor are speaking to a problem that’s anything but small: The AI token bill is growing, and nobody has the tools to manage it yet.
As TNS contributor Paul Sawers writes in today’s lead story, the era of flat-rate, all-you-can-code pricing is coming to an end for large language models — and the bill is arriving faster than some might have anticipated.
The clearest illustration came from GitHub, which retired Copilot’s fixed subscription model in favor of token-based billing, tying costs directly to consumption. The backlash, which was already brewing since the announcement in April, was real. Some subscribers reported projected monthly bills jumping tenfold overnight, with others characterizing the change as a bait-and-switch.
Then on Wednesday, the Linux Foundation announced plans for the Tokenomics Foundation, a new industry body backed by the likes of Google, Microsoft, Salesforce, JPMorgan Chase, and others, with a mandate to build open standards and frameworks around AI token production, consumption, and monetization — an acknowledgment that enterprises currently have no consistent, vendor-neutral way to measure or control what they owe.
Cursor, for its part, has clearly been paying attention.
Go deeper: Cursor cuts prices and adds enterprise spend controls amid “tokenomics” reckoning (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTz3gP0xW6N1vHY6lZ3p-W3dtVFv3NyRCBW3K0Nhw7JKG8hW1LQjrJ8PZGNBN1Z4k2Jz6--mW7vQs0S1mfJY4W8VMtHK2V8c5WW29_ktR3lf8w5W541xhX2bt22RVYq60z8px441W4dtg534vJFN8W3nWRdb490mlCW280RXG33lKfdW2Kmm755y05q5W8x1kKt6tyGbDN8g8171NzcJyW7Grz035Z1sP9W5_BptN3WYtr0W2gj6H-1JqM_mN5VjX96YJs2ZW7nSdRN16bKK9W83K3JQ1Tqr0vW2YDFCV9j4zLSf45ghgj04 )
More fresh reads from TNS:
▹ Google Gemma 4 12B nearly matches 26B benchmarks and runs on your laptop (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTz3gP0xW6N1vHY6lZ3kWW4p0dxs2DM23fW7Hw6HL75sbcXW1ZJlk48VsbJkW24CmWk6NJ1vNW25xB9k56q2cjW8msfY93TQW5wW7YRqJL9gll_PW97dmgj5pHHGQW3K68Mv35GMnSW1_HMJ48SS3sxW6rMxHP6LNGf6W5FWQtL7n1Nh4VC-qPx759XSXW6LVbjl490RJzW4qp8Yh9m2rVMW5Yc-yf8SxKJbW1crswd7pYg2lW1JKGjB7ZjvS2W3tBV_j2H9ylqW4xfvdR6tRHWlW5mz_yp6KL7DzW581jWr1mzBg0f2wy_DT04 )
▹ Snowflake thinks it knows what’s really slowing developers down (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTz3gP0xW6N1vHY6lZ3kMW2K8SwM7pHGLTW52K9VG8-r7qwW5TDlqT1Sd42mW7r2VxN4w32wjW7sxqNj5kYKnxW5mPQwQ3tQ_vbW37HsHc1Ws_hSW7vN25l8YVwjyN2Skv4vdgDc8W3M4Tqy6yZZKpF88xxHDtlfhW1hxjtv1HQVNVF50SNW7R_FpW1YKl_k5Vjv-PW7dBKCf7YQLyZW4PFRMj8RP_30W8GgT8k1ZqKlTVpHrv21wNhrhW4q5L3K2MQ30GW705r357X1crCW7_xxbx3S79JyW1N-KtQ4HGq3Yf5YDdK-04 )
▹ Asana says its new AI “chief of staff” turns your Slack chaos into trackable work (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTz3gP0xW6N1vHY6lZ3nJN3ZGqLZvXtQFW71Yyx78wP-h1W7lR2pf8KkSX4W3NZJqN7mzkB6W2ZsRJC51XCBvW9dkB2J4NNpK9V8k4w78175LxW69pQYw1lnXQwW10mTrd8yJHm_W4XXylv3hPbyDW5GFBwc4Pf21LW84jB2C77VqZCW4ywTrw3jcN8rW7-2yrP88H8HqW3qBH-J6JTStfW241fSp7bRvrJW5rkP-649X_k8W25Mf5w4gfMsZW6LQQKm6m12w3W18ND_n10pn75W45nfKg5yZhqZW5vKSrB41Jg-Xf2JgJ0R04 )
by Nick Lucchesi (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3prCCW7lCdLW6lZ3l-W7C9kH389FBGBW198VXy6mqgB4W5tXkhY1lTccPW8z9RPr9hkT9gW6px2Cw1xbm-3W8szcf21XhkzHW3_8c0B1D58ytW7SrdF63hQKxcN2RCV01Lp461W7kh_yR6Zk17HW15QCt659TXLXW1WNY9q46R-QJW8Czy4752kMwXW8_bRJM4mBVk_W3C37fj10JVz1W6YLB5V4vJQTHW3GGwV-25xphCVz1Np07JgYGzN1rRXnLrZwYPW17-NPF6X5F-pW5QG60Q4Vlr7mN5WbnY13LxxKW5LHqKj8f-kqNW8PHqrM3FnMPtdlSHSv04 )
TOP OF THE STACK
Nvidia's best model is now live
by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3prCCW7lCdLW6lZ3pgW3wRPqQ1Q0Y9nW6F5KCV4H5xXTW1MqvP12LhYjlW5blgjq1cYhnGW5NzKpd4-Vt8nW31p1m87Mqv02W5TsSnC1t5JNQVFZmR57yh7dgW3755Kq46Yfb4W1lMl313CWk6PW7gDwSL93JWxhW38ysPC8jMNJ2W9hH3C76LfPLRW5HvC_m3KSJbfW4wF6BJ4Fm1JxW5p7x908Lqg_nW2XBnFv2Twb7jW6_h1tf2Swj9cW1Yyktf2NVnlqVr13Zb29NH6jV1m6-G6pgSgSW6CmhVq6kqsbDW82-Jj623GP7LW8cJpcS1JzFvCdMMbq-04 )
Featued image for: Nvidia’s best model is now live (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83prCCW7Y8-PT6lZ3mpW5HB_0g7h8wxVW9h2dhC420spMW8VHgw64q-p6wW4n7yjg2LnT7FMsqrZCxttjYW7dD88G16xDfWW5Ccr8p8Yz2pYW7hD2nw3wmPTnV2Fp-_2kq-rwW40NdmH1b5gR2W8gjJkc3hr4PbW19rrSr1nkWbzW98-0Lx817q4SW8Ny5_V10DLwLW3XY07m1ZgZ5gW813Jv32ycMQ8W7S0lrG7GpM8WN1ZTvjGpk4g9W5c629C2Nfy2vW1p-pZS46zlSZW8f1bG597LkG0W8hwzQ76GK3gWW4_LYkF8Nfk9BW9m3V1b6w__lBW8x47fT1S2c35W4g16dW8S_MGSd3357v04 )
Nvidia has released Nemotron 3 Ultra, a 550B open-weight MoE model with 55B active parameters, 1M token context, and up to 30% cost savings vs. comparable models.
After pre-announcing Nemotron 3 Ultra, a 550-billion-parameter open-weight mixture-of-experts model, at Computex, Nvidia on Thursday released the model on platforms like Hugging Face,
READ MORE
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83prCCW7Y8-PT6lZ3mpW5HB_0g7h8wxVW9h2dhC420spMW8VHgw64q-p6wW4n7yjg2LnT7FMsqrZCxttjYW7dD88G16xDfWW5Ccr8p8Yz2pYW7hD2nw3wmPTnV2Fp-_2kq-rwW40NdmH1b5gR2W8gjJkc3hr4PbW19rrSr1nkWbzW98-0Lx817q4SW8Ny5_V10DLwLW3XY07m1ZgZ5gW813Jv32ycMQ8W7S0lrG7GpM8WN1ZTvjGpk4g9W5c629C2Nfy2vW1p-pZS46zlSZW8f1bG597LkG0W8hwzQ76GK3gWW4_LYkF8Nfk9BW9m3V1b6w__lBW8x47fT1S2c35W4g16dW8S_MGSd3357v04 )
Join us for this live event!
IT and OT environments were never designed to talk to each other. That separation is no longer an option. As orgs connect their operational technology to broader networks and cloud infrastructure, the seams between IT and OT have become some of the most exposed attack surfaces in the enterprise.
Join us live on June 23 to explore the fundamentals of IT/OT integration, where the security and compliance risks actually live, and how a managed file transfer architecture can replace fragile, ungoverned data movement.
REGISTER TO SAVE YOUR SPOT
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtVs3gP0xW8wLKSR6lZ3lkW2y8X0-49JGxKW93Z9d21l8KzsW6yB5Kn9kxqRZW3kwtzc3G7sQ9W7Kt0kD2_W8F7W6vy3h21WZqNTN6bLlzs32PYDN5ZmS1Pg6hpcVFjSFk8xQvXNW6s7q9H7fRSpJW87kP9Q1tFxbtW3_kjcX86JF0VW8R4-4-7KP7-RW1JCwfQ8Ql55_W2cm2Wd8VNz1wN6-_BYW6x99tW34H5fj5hsM7cW6d315T4qKDz-W1Y5Kyn8q3D9gW8FkBjc6kvypnW1fGW623QV5DnW5Y87256Gf8Y_W2qKTZB685hggW4F3pg16z3GgjW636ggp1dkf21W3t-0Jn171gPHW6rtZJ-4YbTK8W91BLyD6c7Z52f90ywX604 )
WHAT ELSE IS NEW?
Featued image for: Cursor cuts prices and adds enterprise spend controls amid “tokenomics” reckoning (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83prCCW7Y8-PT6lZ3pCW4fHfnW48W8DVW1t2ttN2gxrDQW3wvPkh4t4MJfV4mH294pyjyMN1p0yRsGkV05W5ks-4M52YzvNW1Tbwmz37PmcxW1-vJ0r1mv_yMW3_MpxS5JX_ZpW6lQ_LJ6CgKGHW86fX5m2t3KR7W8fT0Bq90fy8vN7lsCBVTtDXqW2ljPnY6BKQ1VW64CcjF4zT_8RW1gnVq97JFZpZW2jCng71SPK2XW7NW_Xb1zDbW1W3ffMSb6TgFWDV3gxx784kSS8Vrbzt24BNmP4W1vqZwz797pW4W1hr5bd548tjQMnbB-Nd9HbxW1HWV-Q5RMRR9W7JW_-5371jfVf3L-hHx04 )
AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTz3prCCW6N1vHY6lZ3lPN7R0D1jV_PJXW8XbQlF64ct7WW8zqg363LBgLCW2FjCPt97hQxmN89pFbz5NV_NW4WyJjk1L6Y4XW4VrrRC5RSsVzW70vzvt814HWVW35FvgV8xhh22W8hvkr12B23yFW29pp-95LfbQ-W3j-9G-6QvrB8W20_DZh5_r29KW3xQ_0q6fc3l4N4tSCv_yd58dW4cc-lF68r4m_W4xl9hl8JbtS1W1j49Nm3m7W7dV27-TY6G_gsMW3LpMCc34_87pW4k0zxh29dn12W4NBzpv2fhQt4f8TnV4d04 )
Cursor cuts prices and adds enterprise spend controls amid "tokenomics" reckoning (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83prCCW7Y8-PT6lZ3pCW4fHfnW48W8DVW1t2ttN2gxrDQW3wvPkh4t4MJfV4mH294pyjyMN1p0yRsGkV05W5ks-4M52YzvNW1Tbwmz37PmcxW1-vJ0r1mv_yMW3_MpxS5JX_ZpW6lQ_LJ6CgKGHW86fX5m2t3KR7W8fT0Bq90fy8vN7lsCBVTtDXqW2ljPnY6BKQ1VW64CcjF4zT_8RW1gnVq97JFZpZW2jCng71SPK2XW7NW_Xb1zDbW1W3ffMSb6TgFWDV3gxx784kSS8Vrbzt24BNmP4W1vqZwz797pW4W1hr5bd548tjQMnbB-Nd9HbxW1HWV-Q5RMRR9W7JW_-5371jfVf3L-hHx04 )
by Paul Sawers (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3prCCW7lCdLW6lZ3mZN1gdHYtCKT1-W56fkzn467n3jW1hrFn18w7MQTVrz2hh5NHDq-W8ZJczk5W726kN7XtM6WBZMTcW3gTYw19grW1FW40Xb6N2G0sY3W6NLjX92dzpdDW3tW1r05-5gPwW2nLkS_7r3PB3W2N1c_94TFkDSW4Lz3PV7jdwY4W6X8RvK7rstl1W2shN5c2bVFkRW63XXKH8FzV5pN7_Z0fxtmphNW5qdySD4mB7dTW3N1B6y4HVCvWW82k4dR194xM_W7CsfV65Fz6P8VhHdSp5GDVQhW1mTkdx4J4FWdW8RZm8R2wCv8pf6JrGMR04 )
Featued image for: Google Gemma 4 12B nearly matches 26B benchmarks — and runs on your laptop (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3prCCW7lCdLW6lZ3kMW7lGdFV2CnCG5W2RYwX51_MN76W5HFd0Y71CggRW2r_VbK41sGbZW4BBj3793cvNGW7C_gqx2nbh7QW6dNN6V8xrY_2W3WjpTv2F4qbcN5GqqnjxTD3RW4mPDYT5DGmJbW4s74zq2Wmh8GW4tHGys2PFhgSW2XXQMY30MK-zW16w-Dx2LxQVPW89njtL1hP4pPVcmcLj7PZ_5TW79c0mm11vYhNW8tSgjp6DSkZfW3hSWzF7tBRDYW4_2sLb9lQBf_W8-sCHl8P1dS9W2FrVlm1mLQDyW4YCR_b6GvSynW80lFgB1KTngpf6V7k7b04 )
AI Models (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTz3prCCW6N1vHY6lZ3kwVlZM126h140NN7XcQr8mj3h8W7H7qDw59n4w9W6-vTYd6kqdtCW4cdJRZ2CfPZqW7t6Jgl5rJYctN77HZgfwSd60W8n7k--879LdrW8dj_5G82qBSyN9hvmXsMFPz7W99rjvm1b774kM9dbvQB_XrrW9jS_v614Cn8HW6KM98J3RqMKGW5BVkxv6WlpgsW5dqqZL5lYNk5W72cc2X8p3tLbW8yRlDT62mTH6W7fbKwm5YpFWcW2W3SJD6PR-vjW7G2YdV4vptbWW4wJ8_22zcCzff8dN8_v04 )
Google Gemma 4 12B nearly matches 26B benchmarks — and runs on your laptop (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3prCCW7lCdLW6lZ3kMW7lGdFV2CnCG5W2RYwX51_MN76W5HFd0Y71CggRW2r_VbK41sGbZW4BBj3793cvNGW7C_gqx2nbh7QW6dNN6V8xrY_2W3WjpTv2F4qbcN5GqqnjxTD3RW4mPDYT5DGmJbW4s74zq2Wmh8GW4tHGys2PFhgSW2XXQMY30MK-zW16w-Dx2LxQVPW89njtL1hP4pPVcmcLj7PZ_5TW79c0mm11vYhNW8tSgjp6DSkZfW3hSWzF7tBRDYW4_2sLb9lQBf_W8-sCHl8P1dS9W2FrVlm1mLQDyW4YCR_b6GvSynW80lFgB1KTngpf6V7k7b04 )
by Meredith Shubel (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3prCCW7lCdLW6lZ3p1W58qVM04KgW2zW5MDZQG2tZv8DW69hJ9x4LfLj6W1n-_Dh5h6RnJW8CKWf18yJ4mxW7gpTBX7hVpGJW3TQgVz5NFWjTN7wvMMp_TWr0W6YFX444LWQsWW1W1yWn20vHWgW4ZSdvZ3jrghTW3HTnbC2XjmgTW4KkB0V2qC5SPW7gZ06h506PN8W1GdQ-R44pbRGW2xSdxT9bBjtgW5XgSYJ97NHllW1jqpCZ8crXsqW35VY-n8hXc3QVYjRst3Xj2CQW80TZqj63kZMlW48fk6K7NMrs0W1fRkPc5pxnPsW1v-ZFl95D_Xhf1SXTFn04 )
Featued image for: Snowflake thinks it knows what’s really slowing developers down (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83prCCW7Y8-PT6lZ3mlN8BzDRyS6rmZW8CNjCK3nc9MnW3rK88_1wfhv6W2wlrg-8cSd_TN4KZPSMVpNM0W4nDjrv5hl_44VbtxMG2swglJW20hs3S3TpZG-W14z9G-81lBh4W6y6NHh63vt8gW1zTf2r6s77SpW3rNqlZ63k8sTN54Nr7lxbwTCW6ndpsL41_kDJW4xqkyD5DtfPHW6bk1BH5F-3vwW6F1xyt2FwLV4VW8XCZ67ns8lW8WjXJV8YlCG5W8VPW857zDKXJW27w8NL5fxmnfW5F5Vj54g4SR-VpXlSc1vJFlyW7gg0GG3RknfFW28-n-X4xg-bvW9jjSp42hvWstf21XNvs04 )
AI Agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTz3prCCW6N1vHY6lZ3lzW9lhmQf9lSjRPW7_2-CZ6zDMLyN2_XPPvDc44cW8W5R7H8hLl2KW4jwtnm3kVhNdW3WtQ7B2BCmddW5FQ8fQ1fJb96V3glDL6Wn-sbN8nrVmdxBgvBVg8HV617Z_N7W1rBLjm4B3lLqW3SyV6b69WBVQW6t1z2w3yF9vJW1yC1vr3NDLPwW1s3pmf5LXWQ3N8XMsnVfHSkkM3ZC-SGz640W96JJYn5YsWg2W6SPwD38CTWFdVHtz9J5QLGTvW4YGCLn3Ts7TSW7bghgN7kWCcXdPlwmF04 )
Snowflake thinks it knows what's really slowing developers down (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83prCCW7Y8-PT6lZ3mlN8BzDRyS6rmZW8CNjCK3nc9MnW3rK88_1wfhv6W2wlrg-8cSd_TN4KZPSMVpNM0W4nDjrv5hl_44VbtxMG2swglJW20hs3S3TpZG-W14z9G-81lBh4W6y6NHh63vt8gW1zTf2r6s77SpW3rNqlZ63k8sTN54Nr7lxbwTCW6ndpsL41_kDJW4xqkyD5DtfPHW6bk1BH5F-3vwW6F1xyt2FwLV4VW8XCZ67ns8lW8WjXJV8YlCG5W8VPW857zDKXJW27w8NL5fxmnfW5F5Vj54g4SR-VpXlSc1vJFlyW7gg0GG3RknfFW28-n-X4xg-bvW9jjSp42hvWstf21XNvs04 )
by Chris J. Preimesberger (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83prCCW7Y8-PT6lZ3l5W1N0vGl8mLXQDW3gslZW6pmM6pW5-STmX7f2mXMW2tNL-D5W1S5dW2W_5NN1fs3ftW15lS-K6nZ3HKN24ysRmjKZdJW3sPK552NB91xN3zt1p6p9zgsN5wfssFy8VsGN7hM-VwcBsK0W7gRy_Y5RnGFwW3VDJ101XWBStN16LrnkvZ_tDN5PmtPrgdB1cW2px_8p2ghnCwW6KYHMc5lqHfKW2Vy2JC57BnBFN8NBz91RJ0J_W3TDgl844Hp7fN5Vr3L94wMqwW3q-7Lg73s05WW9hH6sg3XDXGFW4259PY4P9Wb7W6gpKq_5jQc4wW49Lx3L3yjvtgf8V93rY04 )
Featued image for: Autonomous agents have met their biggest challenge yet: The database. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83prCCW7Y8-PT6lZ3nsW3v73GH1TbyZ_W7s3XfB3B9YXtW91yQ_44Gs4dWW2_Blbb2hJJ60W94vRPx6MTnR-W52rqBn3zDMR1W9d16nt1JNqqqW2flvS36KthDsW2BCrct24xQ1PMW-qnBgp6LcVK_-nC2FNF5cW8M-4Qr7nGy8BW6vxckf82rz5KW3KCMrN3w2256N8FW-8vlvJHCW14Wkqk51m0ycW79k4rt5kf57GW54c6H97yPn-1W4qBMqK2n4j5_VtBjrm13q95nW4Qcq288lzCpqW7dhqwF5Kt25sW5gkZNC4k3G9PW5rl4Cc46Y_g5W89TV882VXblnW8KVc8H2jP4xBf76Fgz404 )
AI Agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTz3prCCW6N1vHY6lZ3lzW9lhmQf9lSjRPW7_2-CZ6zDMLyN2_XPPvDc44cW8W5R7H8hLl2KW4jwtnm3kVhNdW3WtQ7B2BCmddW5FQ8fQ1fJb96V3glDL6Wn-sbN8nrVmdxBgvBVg8HV617Z_N7W1rBLjm4B3lLqW3SyV6b69WBVQW6t1z2w3yF9vJW1yC1vr3NDLPwW1s3pmf5LXWQ3N8XMsnVfHSkkM3ZC-SGz640W96JJYn5YsWg2W6SPwD38CTWFdVHtz9J5QLGTvW4YGCLn3Ts7TSW7bghgN7kWCcXdPlwmF04 )
Autonomous agents have met their biggest challenge yet: The database. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83prCCW7Y8-PT6lZ3nsW3v73GH1TbyZ_W7s3XfB3B9YXtW91yQ_44Gs4dWW2_Blbb2hJJ60W94vRPx6MTnR-W52rqBn3zDMR1W9d16nt1JNqqqW2flvS36KthDsW2BCrct24xQ1PMW-qnBgp6LcVK_-nC2FNF5cW8M-4Qr7nGy8BW6vxckf82rz5KW3KCMrN3w2256N8FW-8vlvJHCW14Wkqk51m0ycW79k4rt5kf57GW54c6H97yPn-1W4qBMqK2n4j5_VtBjrm13q95nW4Qcq288lzCpqW7dhqwF5Kt25sW5gkZNC4k3G9PW5rl4Cc46Y_g5W89TV882VXblnW8KVc8H2jP4xBf76Fgz404 )
by Chris J. Preimesberger (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83prCCW7Y8-PT6lZ3l5W1N0vGl8mLXQDW3gslZW6pmM6pW5-STmX7f2mXMW2tNL-D5W1S5dW2W_5NN1fs3ftW15lS-K6nZ3HKN24ysRmjKZdJW3sPK552NB91xN3zt1p6p9zgsN5wfssFy8VsGN7hM-VwcBsK0W7gRy_Y5RnGFwW3VDJ101XWBStN16LrnkvZ_tDN5PmtPrgdB1cW2px_8p2ghnCwW6KYHMc5lqHfKW2Vy2JC57BnBFN8NBz91RJ0J_W3TDgl844Hp7fN5Vr3L94wMqwW3q-7Lg73s05WW9hH6sg3XDXGFW4259PY4P9Wb7W6gpKq_5jQc4wW49Lx3L3yjvtgf8V93rY04 )
Featued image for: Why agentic AI makes the ops platform the most important layer in the enterprise (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83prCCW7Y8-PT6lZ3mJW3404kq8lRW6bN51pX0ZZ3Vk9W8QHnWD5Pvf2fVS44-r2n1rwjW5_ffKr4rn-hfW28vf4d3MMzy-W7R-8F34X_YS4W470kHD5Rg2hYW8B-Nhr4cCm3VW71Xw1b6Wrj21W2ykWmb6ZxBXkW5ZjHQN8d_J92VffDkS6WyDP-W8YRqhg8rlgRsN5lWFxCh8b6LW7q4zq48FfbKbW47Ryl98c_HYDW7sbPY-2-TC2QW3Hq1Rr845RdSW3Tp4m53b4jgwW58PRBL6MZLQ-W25Rv-28l8Z40N1Ld8WWd3HgGW38rgc23xRtNPW8XKt6W9dBvyGW6JgFzk8qBDrVf5jMsJY04 )
AI Operations (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3prCCW7lCdLW6lZ3nLW1ks0rr1rkLt-W44C5lm7687T6W7RwpJV8zFslPVZcngR4b4WrmW6Q_PWM6fT1g_W3v6LKr2wpV_lW11W9cc2tHZsJW9j_6_42L7Xs_W57KclH64v8k4W2Hpmn98HpMDXW7mynyp4XBDc8W8KkC6t4q4-LvW7Xz5cr5C3GzNW9lnKjY5N5GbDW7WFr951ZSwFJW1C-lgs95Qy75W8HfJDt2m1NYtW8zxd1M4r3vnRW74L-6g8gTQVsW6XnkBm3Vr02XW88yL-N3M19pbW8wVL8X2FFbLfW7p-XLD6pdmWSW5LLh5k853dsZf7cwVwv04 )
Why agentic AI makes the ops platform the most important layer in the enterprise (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83prCCW7Y8-PT6lZ3mJW3404kq8lRW6bN51pX0ZZ3Vk9W8QHnWD5Pvf2fVS44-r2n1rwjW5_ffKr4rn-hfW28vf4d3MMzy-W7R-8F34X_YS4W470kHD5Rg2hYW8B-Nhr4cCm3VW71Xw1b6Wrj21W2ykWmb6ZxBXkW5ZjHQN8d_J92VffDkS6WyDP-W8YRqhg8rlgRsN5lWFxCh8b6LW7q4zq48FfbKbW47Ryl98c_HYDW7sbPY-2-TC2QW3Hq1Rr845RdSW3Tp4m53b4jgwW58PRBL6MZLQ-W25Rv-28l8Z40N1Ld8WWd3HgGW38rgc23xRtNPW8XKt6W9dBvyGW6JgFzk8qBDrVf5jMsJY04 )
by TNS Staff (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3prCCW7lCdLW6lZ3m5W4VjGCB2qfZd7W2f0JVt1-JlHsW5CfdqK8pYRxVW5JHlZ53jYfhQV3b2mY54DHDzW5q6qh723P0YmW1sBM608sTP56W504FlR2m2n3-VZYXgf7rXF1hW2nkqNb1VM2Y7W6pRMMt3f-x7hW6YYlPQ41g4yhW6YvtFB3Syt1vW59pHZd1H-nwyW7zJYJs1xCvMyW6Fd7Xp7j_HvgN3SdB4DD-1N4W709RSh6S9qWjW8Q_Dnp2SgPZRW1CRkyh8TcB-0W3lY87w7GbSfbW7Sb3YQ6d_PKJW7W9G8J4W8dmfW4Ytjq15x_qG7f4pcdtY04 )
Featued image for: How to dramatically improve enterprise security alert tuning to battle cyberattacks (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83prCCW7Y8-PT6lZ3nkW4lTTLG3mJJ8LW4WFptt7K6z9nW66Bh6t1yXGw0W8HTSk48HPtmFW6pYdpc1FplNsW63mvgT1jzK3YW7R0snM8QrYCgVh65QT1dfV6rW2VsBP-1bcZ0qVlV7jV7MgwR0N8Yv_WVZMRQ1W2swrZ23LxvKKN8-QKj2-4PX-VQjXDm8r1NgJW7M8LW08QKMbSW75qCDJ7VwWH7W3JWwvc8DqftKW6lXxB82nJ7p-W81zHFs6GgW9QW6xJLD576RCcZW7p_9zF5K2YmDW68LkjN92g9hzW4rGHx_1j7LZ8W5Q563-5X984YW89bx9L35btfBN5MF_bcCfMQmf7wbgR004 )
Security (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTz3prCCW6N1vHY6lZ3pJW14djWP9lP_p_N6sMSCWX16rxW3WWrG66YHzLRW8N6Q3X3lh8zTW3Fbszk5NJZ6HW8lsgmx3qqmP-VSVFvJ4Ljc2TN6tCgsq6Dt65W4Y0ltl24trDgW2x_LZg8vHD1JW8dDJ8h3l0kl7W3-lCBn5ZzVGSW5pB5D02HLxpZW2B5lhP2F8Bh4W7fSBvp2Zm3jqW1JN84197pGT3W2f8jFg7hsTlGW34_Yt64VxbFrVtgrG32bT21jW4jsy6X19QXClW8XKz827_kkjTW3_w1j62XJgdZdHQqQg04 )
How to dramatically improve enterprise security alert tuning to battle cyberattacks (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83prCCW7Y8-PT6lZ3nkW4lTTLG3mJJ8LW4WFptt7K6z9nW66Bh6t1yXGw0W8HTSk48HPtmFW6pYdpc1FplNsW63mvgT1jzK3YW7R0snM8QrYCgVh65QT1dfV6rW2VsBP-1bcZ0qVlV7jV7MgwR0N8Yv_WVZMRQ1W2swrZ23LxvKKN8-QKj2-4PX-VQjXDm8r1NgJW7M8LW08QKMbSW75qCDJ7VwWH7W3JWwvc8DqftKW6lXxB82nJ7p-W81zHFs6GgW9QW6xJLD576RCcZW7p_9zF5K2YmDW68LkjN92g9hzW4rGHx_1j7LZ8W5Q563-5X984YW89bx9L35btfBN5MF_bcCfMQmf7wbgR004 )
by Todd R. Weiss (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3prCCW7lCdLW6lZ3pBW6Y-V2S3s-ZMTW1pmmCy27x71JW4GLVnB3C4lrXW8H8F-v11Q6spW3pCdj27cjKR-W8WV4FJ7_48KNW2C2M1w298MffW3tR-SS9b5f97W77dLv48S35zLW6R9wDS4gL2kVW3F3t6F3cq3HWW8rqWjn3sRNkZW5Ynqhh80TKJTW4x7Qc05T6BtzW7J1Rnd16hQG4W5G4dqx8xld8YN3d0GCD9bh-QW40W_zD8HcZs5W37xxXH5mC5pmN2sThpCs-8T_N21yyDKn2G7TW40dFs67Pq8qpV2lW054FV-5MW229wkw80gVC2f2Dz1Vl04 )
Featued image for: Why the need for humans won’t disappear in the age of autonomous databases (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83prCCW7Y8-PT6lZ3nVW41f55G734knCW72Wq3p6R7myLW1dw3j28N6J2_W4pTzgb3JJ5XhW49Qvb74R4y5wW3HDhxs5j41rdW1CFP158mgvKjW2SltsW4D-h7ZW7s0JBr2dHQMnW8BnyK68ZdJrgVCxPVx1Rt5J8VbCv4h8FjMCcW5-9X-v35r88GW50r_6-1W33c7W71jS_S5YktHxW7Xx02w1Myy8tW8L2Qpt2C4z6WVCt13F6hBRJxW39MNCR27rM75W1hL3G18gxpGXW8P6trN72tCVBW1Mts2z999432W2FY4zD3rw27wW62rVcF4Hh_KZW3NchxZ1KrQy2W2Rw8b17qTpY0f46B3Dq04 )
Databases (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTz3prCCW6N1vHY6lZ3l5W9bgmc86VVLJvW14bl8m8_P1LBW2VKfRh24sKwqW1jLLc789YstdW1-K6Zz98y7ZJW4TzRG37pfZgNN2T7RMY5xkJ9W4wq0JM11LclPW5hd1_T90tLH4N82r6y7yh9VrN2wvLL12-3txW94NHnw6Pht5XW7M-jLZ6DbLSSW8G4vvW7HVKsyF5Jc3QggNL6W4vVvCv5j10CZVYXfdQ5-wFXjVYc29p5KN7TKW6sXCZS2w9rgtW7XJL5M4t8RHjW2L0M125Cw8sMW2b6Cwc1mnRf0f8WNTF404 )
Why the need for humans won't disappear in the age of autonomous databases (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83prCCW7Y8-PT6lZ3nVW41f55G734knCW72Wq3p6R7myLW1dw3j28N6J2_W4pTzgb3JJ5XhW49Qvb74R4y5wW3HDhxs5j41rdW1CFP158mgvKjW2SltsW4D-h7ZW7s0JBr2dHQMnW8BnyK68ZdJrgVCxPVx1Rt5J8VbCv4h8FjMCcW5-9X-v35r88GW50r_6-1W33c7W71jS_S5YktHxW7Xx02w1Myy8tW8L2Qpt2C4z6WVCt13F6hBRJxW39MNCR27rM75W1hL3G18gxpGXW8P6trN72tCVBW1Mts2z999432W2FY4zD3rw27wW62rVcF4Hh_KZW3NchxZ1KrQy2W2Rw8b17qTpY0f46B3Dq04 )
by Chris J. Preimesberger (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83prCCW7Y8-PT6lZ3l5W1N0vGl8mLXQDW3gslZW6pmM6pW5-STmX7f2mXMW2tNL-D5W1S5dW2W_5NN1fs3ftW15lS-K6nZ3HKN24ysRmjKZdJW3sPK552NB91xN3zt1p6p9zgsN5wfssFy8VsGN7hM-VwcBsK0W7gRy_Y5RnGFwW3VDJ101XWBStN16LrnkvZ_tDN5PmtPrgdB1cW2px_8p2ghnCwW6KYHMc5lqHfKW2Vy2JC57BnBFN8NBz91RJ0J_W3TDgl844Hp7fN5Vr3L94wMqwW3q-7Lg73s05WW9hH6sg3XDXGFW4259PY4P9Wb7W6gpKq_5jQc4wW49Lx3L3yjvtgf8V93rY04 )
Featued image for: How to secure Kubernetes in the age of AI workloads (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83prCCW7Y8-PT6lZ3ndW5Fj4ht2g9RbqW6fKCcx62pcwhW6qkfpD5n0QGPN7zwXPmsQlT2W1Kz8G57qwh0_W5zq0_x8dFRylW5vfmMf4br-sKW7YVTlb4XRZxWN1Z3gmfxLBLcW60X_f72YpSmYW3DVCcp4VCH9JW5l3w-m8sBX6ZF62pb56B9XkW2SLYQ92NqWYQV4ypMz4txH5RW3Q-gmS84J2LCW3jDlJ_6GFPtfV_HH3K8lM9cZW5BK9MQ5hvYwJW91XtdZ6bfSx6W69rMzG5WqtgJN1f1KNB8btrdW1MKT7H3ckqrdW3Zr_Bc1t3DjbW41mjhl6LXmGwW23W7_q6B44nFdC5wlW04 )
Kubernetes (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTz3prCCW6N1vHY6lZ3lYW339fZJ6BqGNsW9cFLF01SQPwMW3R_KlN5R4p-WW1_pBr54VPb8mN2TjKqLsGgTBW1tyn6p3W-jB4W7CvKfS2Yv4QDW9g6nT073f1m4W7xwYpb9g0QL2W87pyYf2MzjY5W5dBmfd9bt2JpVZVzfS1T2_k0W49gl5Z47K5NKVhhSmG7Y3T4hVTFBd38ZkY2TW1gT9KX8TNXh1W4Fzd3C8l0b9dW59yGBy4GGpsFW7f0nlk8XsGFqW23xmlr2NDt15VhB-XJ6LCQ0KW34F7Rq1t1DFJf2GGJW-04 )
How to secure Kubernetes in the age of AI workloads (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83prCCW7Y8-PT6lZ3ndW5Fj4ht2g9RbqW6fKCcx62pcwhW6qkfpD5n0QGPN7zwXPmsQlT2W1Kz8G57qwh0_W5zq0_x8dFRylW5vfmMf4br-sKW7YVTlb4XRZxWN1Z3gmfxLBLcW60X_f72YpSmYW3DVCcp4VCH9JW5l3w-m8sBX6ZF62pb56B9XkW2SLYQ92NqWYQV4ypMz4txH5RW3Q-gmS84J2LCW3jDlJ_6GFPtfV_HH3K8lM9cZW5BK9MQ5hvYwJW91XtdZ6bfSx6W69rMzG5WqtgJN1f1KNB8btrdW1MKT7H3ckqrdW3Zr_Bc1t3DjbW41mjhl6LXmGwW23W7_q6B44nFdC5wlW04 )
by Mary Branscombe (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3prCCW7lCdLW6lZ3mfVJMDW08bM9cvN3JWLTYcbKLbW9dCB8N5MXqrwW1wYKBR6-9hM8W7jLWpg1Bcs8_W6kVRbz8T5G_0W2bzQGK3rN9-vW3c00SC6brYWFW5ZQSxG8gjpcTW4QXp6d8fsMXcW1VTMKl4XdHM8W6WPCz990gyZXW3b1y-p3KB2PPW48NRgV4wKKN2W3Mg2hc21m-hnW8ljZm26SRY9wW2h38Cb4JnQJgW2DPBtl61ZKQ4W4jt55M5X9bRmV3HFtK88C7YBVPp_4z2yQPnjN2B1Xq7Xkhv4W7qB5vZ6VPp8RW6jdVc1504P5df2BWBdR04 )
Featued image for: Asana says its new AI “chief of staff” turns your Slack chaos into trackable work (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3prCCW7lCdLW6lZ3q7W5qXxHx8MRbTmW56hFrS319Mg9W6DFB8_5rC6rrVGcsL93yCZwsW2XhKc11HG5Z7W5zdVzk2ShmBdW5WThwT53gtlWW8VbJ6J3cHktgN1KrpdwyZPTsW7L0CGp23_RlvW1GyX__87Nn0bW5TJQ651y084RW3mHKLD5vmlsHW7y6HnK2KZspFW6bwgqL54Rmn4W86s4kz5RzvDTW4mP9445lFJRZW6RwMLp4qJQdcW7ZSvyG2ytrCfN5hQkwXKYkWNW1KVtmP92ncNwW6BkT1H6RWy5GW28J07W703yBCW2lhKVP4MgWZNf38ndJ204 )
AI Agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTz3prCCW6N1vHY6lZ3lzW9lhmQf9lSjRPW7_2-CZ6zDMLyN2_XPPvDc44cW8W5R7H8hLl2KW4jwtnm3kVhNdW3WtQ7B2BCmddW5FQ8fQ1fJb96V3glDL6Wn-sbN8nrVmdxBgvBVg8HV617Z_N7W1rBLjm4B3lLqW3SyV6b69WBVQW6t1z2w3yF9vJW1yC1vr3NDLPwW1s3pmf5LXWQ3N8XMsnVfHSkkM3ZC-SGz640W96JJYn5YsWg2W6SPwD38CTWFdVHtz9J5QLGTvW4YGCLn3Ts7TSW7bghgN7kWCcXdPlwmF04 )
Asana says its new AI "chief of staff" turns your Slack chaos into trackable work (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3prCCW7lCdLW6lZ3q7W5qXxHx8MRbTmW56hFrS319Mg9W6DFB8_5rC6rrVGcsL93yCZwsW2XhKc11HG5Z7W5zdVzk2ShmBdW5WThwT53gtlWW8VbJ6J3cHktgN1KrpdwyZPTsW7L0CGp23_RlvW1GyX__87Nn0bW5TJQ651y084RW3mHKLD5vmlsHW7y6HnK2KZspFW6bwgqL54Rmn4W86s4kz5RzvDTW4mP9445lFJRZW6RwMLp4qJQdcW7ZSvyG2ytrCfN5hQkwXKYkWNW1KVtmP92ncNwW6BkT1H6RWy5GW28J07W703yBCW2lhKVP4MgWZNf38ndJ204 )
by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3prCCW7lCdLW6lZ3pgW3wRPqQ1Q0Y9nW6F5KCV4H5xXTW1MqvP12LhYjlW5blgjq1cYhnGW5NzKpd4-Vt8nW31p1m87Mqv02W5TsSnC1t5JNQVFZmR57yh7dgW3755Kq46Yfb4W1lMl313CWk6PW7gDwSL93JWxhW38ysPC8jMNJ2W9hH3C76LfPLRW5HvC_m3KSJbfW4wF6BJ4Fm1JxW5p7x908Lqg_nW2XBnFv2Twb7jW6_h1tf2Swj9cW1Yyktf2NVnlqVr13Zb29NH6jV1m6-G6pgSgSW6CmhVq6kqsbDW82-Jj623GP7LW8cJpcS1JzFvCdMMbq-04 )
Featued image for: Mate Security’s Asaf Wiener made every backend engineer a model router. He’s right to. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83prCCW7Y8-PT6lZ3n1W7ShvZC3qd9-VW5LQjkQ8x3gHQN7ft8Y77y593W26vjrN6d5YyzW2Gm84484WSyxW5Ct3b_8BXZxwW6Tg4Z-8b2FkTW6jl_N62Btl8NW6dsnYf8FN11mW6NZ-l36YcdF0W6WxHHf3DzV1YVHp_LR1gmPhcW3CHfnW84_Z0SW5S-yZ-3-Y5MRN8S9tWvgSSbkVrnBxQ5NDzjYW616n4V7jr1PPN3nzhyPJW6mKV6VSgL6b2tGnW8DTJN13PBcm1W6-zd7C4h8fvMW77zfXG2nm2s3W3t-qqf54lqH1N2Tss6rg9xnPW6N1-Cf2ZzKTTW9bWcs286T1b7f1vsDlj04 )
AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTz3prCCW6N1vHY6lZ3lPN7R0D1jV_PJXW8XbQlF64ct7WW8zqg363LBgLCW2FjCPt97hQxmN89pFbz5NV_NW4WyJjk1L6Y4XW4VrrRC5RSsVzW70vzvt814HWVW35FvgV8xhh22W8hvkr12B23yFW29pp-95LfbQ-W3j-9G-6QvrB8W20_DZh5_r29KW3xQ_0q6fc3l4N4tSCv_yd58dW4cc-lF68r4m_W4xl9hl8JbtS1W1j49Nm3m7W7dV27-TY6G_gsMW3LpMCc34_87pW4k0zxh29dn12W4NBzpv2fhQt4f8TnV4d04 )
Mate Security's Asaf Wiener made every backend engineer a model router. He's right to. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtV83prCCW7Y8-PT6lZ3n1W7ShvZC3qd9-VW5LQjkQ8x3gHQN7ft8Y77y593W26vjrN6d5YyzW2Gm84484WSyxW5Ct3b_8BXZxwW6Tg4Z-8b2FkTW6jl_N62Btl8NW6dsnYf8FN11mW6NZ-l36YcdF0W6WxHHf3DzV1YVHp_LR1gmPhcW3CHfnW84_Z0SW5S-yZ-3-Y5MRN8S9tWvgSSbkVrnBxQ5NDzjYW616n4V7jr1PPN3nzhyPJW6mKV6VSgL6b2tGnW8DTJN13PBcm1W6-zd7C4h8fvMW77zfXG2nm2s3W3t-qqf54lqH1N2Tss6rg9xnPW6N1-Cf2ZzKTTW9bWcs286T1b7f1vsDlj04 )
by Matthew Burns (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3prCCW7lCdLW6lZ3lLW8mmc9N8w4MVlW3nQ-KD40sXdlW8DfmVP3T7wbDW2QZ7G_7M_6jNW1dkKkY3PDTykW9d8tr-2GxKlGW6lNRcM3xhvpgN99p1P6MJgRSW2MzVz77xny5sW3GqbPS3QCMb-W3S5T0B5WHxm1N44X0cH7sdkLW79_zdP8W7SGlW8g3JVJ7PqWl1W5lXPWK5QGK6pW81YtkT7czxgHW8dcVdm3xTd_bW2VZj9L8TWPTmVgNv5c6b5rPFW7D8q7W4kVjL2W6tRH987DzGP3W837sSD3gpcC_MchLsKb4RwkN2rzJK-R4JRBf77_YtP04 )
The software fix that could shrink AI’s energy bill without new hardware
From our partner
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3gP0xW7lCdLW6lZ3p5W8Fm7QW7-j8kmW3Q6-Jd2Tr2DCW7lYPrd2QNmNvW5MlCHm9jkDVXW427Yq03kh9BzW4cp7HT1M0_23N2w_j9Jx_fLFW5TcnFY2L6CyBW80yl-X5_PDLJW5XBPTr1VDgyJW9jL8Sn2xYBr5W2Sznm67XrWNjW5g6mx95rBCYzW71DM8T5Z-dVnW2nX__K36PCMYW1t680v8kr-84W6Z9W6s3x9rvSW5vsQ8v69cSp7W7qCtlC93hcRLN6sRZr0cVxS2VR4xML7q0HjDW5qbF0S74pxNPW6FDK-P10P3qxW59pHYL18fBZKf4Lfc7l04 )
Reduce AI energy consumption by moving from batch to data streaming. Flatten the compute curve and cut idle infrastructure waste today.
READ ON TNS
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3gP0xW7lCdLW6lZ3p5W8Fm7QW7-j8kmW3Q6-Jd2Tr2DCW7lYPrd2QNmNvW5MlCHm9jkDVXW427Yq03kh9BzW4cp7HT1M0_23N2w_j9Jx_fLFW5TcnFY2L6CyBW80yl-X5_PDLJW5XBPTr1VDgyJW9jL8Sn2xYBr5W2Sznm67XrWNjW5g6mx95rBCYzW71DM8T5Z-dVnW2nX__K36PCMYW1t680v8kr-84W6Z9W6s3x9rvSW5vsQ8v69cSp7W7qCtlC93hcRLN6sRZr0cVxS2VR4xML7q0HjDW5qbF0S74pxNPW6FDK-P10P3qxW59pHYL18fBZKf4Lfc7l04 )
FLOW STATE
Operationalizing AI in observability: from debugging to automated remediation
Engineering teams have more data than ever, but humans are still the bottleneck, manually stitching together logs and traces to find answers. Join us live on June 30 for a practical look at how Datadog’s Bits AI moves teams from manual investigation to autonomous remediation.
Save your spot
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtSH5fkwKW50kH_H6lZ3n7W5-M9sX4jZcntW17wJXY3JlGkNW4w1SmR6TNsnWN7VVct7PrcxfW36bKLV5PHH-0W6SM1kC55Tp30W27sbhF5xmtwNW8h57ks78zWHrN3Lkgkbl-wpgW7G6W_z6dtz5sW6SSPTV1kLpL1W2cfP2J5MRtR-W4L5Cj75mt-MJW2bdFyH15tXJqW1n8kZr3pwJDvW4dGhJg69XV85W55xPjm85T3f9W6ndJ3g47Q0lqW6XT4PS4G_qsqW7B1SLH1QQm4NW85kt9M3-bD8HW71K9HR8795GqW1F1TtR4NzLN4W52K_P92sfn4CVgJhlT70nxJcW6Sth1X4w0L6lW6Q4Zsg4G0TYRW4LdmYJ7wL6V9W314Zwp167h73W16lM9w5ppd31W145XzD68GqkFVZDslR7bbQDPf6B4mDg04 )
Fresh data has us asking, does AI demand Kubernetes?
A new report reveals Kubernetes’ central role in AI adoption, while highlighting how engineering best practices, platform maturity, and guardrails are critical to managing complexity, security, and scale.
Watch the episode
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTz3gP0xW6N1vHY6lZ3kRW6W8BNz6YlZGYW3mPt8P5j31rpW7tNBpp5x0pvDW8SHcGg1-ZgXvW5j6vsC41s1Q1W5TWZGz3LZqVfW3fz5xM7ZnQmGW237jkh1gmyfcW91qt1x5v4TZJW6rC3lK5_lY2CW3WBx0_3Z0DftVv0cxk7_4vHxV3bCK-6D-WH4W92dn0N11lnHNVxkcNf2kMthzVq53f12Zy8K-W2K3QY65nL45KW62S7w585R9rHW1x-9hL2WB91xW8PSggf7WZpQzW2hTzqs7MGRVSN6YLmR73tR51f246jWj04 )
Taming the agentic influx: a blueprint for AI business observability
API analyst Kin Lane tells The New Stack why business observability, FinOps, and MCP governance are essential to managing runaway AI spend in the enterprise.
Read on TNS
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3gP0xW7lCdLW6lZ3lDW4qQ-WQ5s0tyqW9d_WLN3tygtxW1ycbD34HDS7pW3QVnpj3RPYCMW7NKMNL2LXCjJW16tFBt8xnXJjW6_jQJQ1-C9jGN3Bc8kxsbmmMW69k_0T39R4mmW4h4s6Q6KVf0RW5Vdw-g9lXwsKW38kMzd9jfGv-W7g61KH8BFypjVCnVMn9ljdnvW6S_LQJ4BztnJW2fXkBd11YYJWN3dSQzpBDDjNW4pdMFg7CS6kZW2wmlJN3H-M33W8sKqNT6SXHS2W9hBNvB51qX2rW2TYjPF4XKGWVW6DG2Mp4lcr7rW5GW-vb2PLy4gf1pXdDl04 )
Microsoft, I owe you an apology, I wasn’t familiar with your game
The company is trying to show the world it doesn't need OpenAI to win its slice of our AI future.
Check out Cautious Optimism
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtVs3gP0xW8wLKSR6lZ3q0N7G7jK--88HyW7Y8zgM7qZ6kdW7RsBrC31PQg3W2Kvlk345mrCGW3YFCSM65xhDcW3j_J1W71lfqWW49B9NZ4-KJWXW4wXjK464FLT4W8sLG2G2tZFN2VLwrd379pS_JW27BrnX4nNfSLW16Mzs343nHDdW3_87m95D8vcrVf3CpD3VGHybW5H1R8y4QJmyjW5fn2rx4zFwDpW6k5w_86X3vXfW2rJ3S363FDNpW4YTP6J3d1BGjW3_gbQF267LbSW3Fdml475zHMLW1J2x3t59cWtnV76TGM63JDqzW8Wp4RT7N8qgzVPtCg03-N51lW6nQTKZ568cYxW8xnzq74fyZYzN7sL3cZ5Bc8yf6xhd4j04 )
How did we do today?
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Become a TNS Sponsor
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CONNECT (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWPymT5zfF9HW1bhjzN3bdGP5W5XFwz15PWX1BN5ZDtTT3prCCW7lCdLW6lZ3l5W343Sh51pnV1qW2HyS_W3_BJWzW7rP3yh6yw6N5V7-WqC2q144_W2KQpP14s_FWdW8kNVnR6SDl8hN6JHcYSZW6X-W797sJT3DH-KnW106bHP4YJT8hW9bg1f91_1rxVW7j9CqX4rYpNQW5cGzj95vy4w1W1S6LKw2g7GBBW17qNZN7N6kZ8W8CL7n16wtYQ7W8N0vYg6H1LW4W5p0GSZ4lVb6NW1grX877gjlYWW5K2v3r5WyPwJW3nyHZV3BJ_YzN1_wpQzSFKcyN1kR44Pb11-bW4rmc0J14LhJrW69jssD6lNhM5d3nRTd04 )
PREFERENCES (https://info.thenewstack.io/hs/preferences-center/en/page?data=W2nXS-N30h-zLW3gwX2R4fGxkMW2PxsrX2B1YTYW3LMZL32-nMqWW3Zt7Zk2vTkrNW1W-wcW2x-LYzW4p7J_S3GS5BJW2sD_yJ3Hf4DHW2RSKds38xvP7W2TGy524cGR8dW3ZtwJW3ZGWgyW1NFkN743Jn_bW2PvNpr2vTQlVW23bdSy1Vy6fPW1Nxw_z2qRK5dW36zMts4mKj7XW2MFrkT4mDg9kW3T5nDh2-v-zVW1Nfx-H4rCpm-W2CxKh02RQccYW3LGVsD2WzhVGW2TJG7t1VvC5CW383z3P3gdVT5W1NwJyQ3LP66-W1VcfCP49wczzW3GQNs24rC3KWW253MGz4fM5RrW1Vdxm83dnxv5W49tZDQ2qVDqMW45QqT-2FTkc5W1Qy78Z3H3zQ2W4mjc3T1Vnjx0W2Yvl562nSh5HW3ZFhxF32rLZdW3P8M5N3dkbm3W2F-7T62-wpYWW23fXVw3XN9P3W4t6P_s45SYHKW32h03w24Q8sQW2PW2k721cFnwW1Lw0s02-8hwbW3d1rRX2TK5m9W3gtrDy1BCSpCW3_Ly9j1_5GLGW2s_FNK2MVMPLW3XKd4C3j4RMJW49RHQG43J1lzW2HTxWr3QPBvwW3_SjtQ214-PbW3ZPbyh1Z8mtWW1Z8mdJ3JWbGdW1N6Vn-2FXfk-W2Pl5tC2MB_zpW2MFZrY1QzMJCW2-HzF53K8pYYW32jfMZ3DVQ9QW1BfM181VnpwXW2FXJG041QT4gW2WKGhH2HVTDtW1L3Mk02zDptc0&_hsenc=p2ANqtz-_pzYploWkrKQN-xSVhQqZebv96DPl_vO7iyrpm7vYK-WH88YV2-2zwNGmNzZllvwp5hDH4DBIdfxWPV9A3jVgYeuDpTg&_hsmi=422321164 )
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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!