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<div style="display: none; max-height: 0px; overflow: hidden;">Gartner expects AI-optimized IaaS spending to grow 96% this year to $42 billion, with inference overtaking training as the largest source of demand </div>
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<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr id="together-with"><td align="center" height="20" style="vertical-align:middle !important;" valign="middle" width="100%"><strong style="vertical-align:middle !important; height: 100%;">Together With </strong>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.brainstorminc.com%2Fwebinars%2Fboston-scientific-ai-adoption%3Futm_source=paid_newsletter%26utm_medium=third_party_placement%26utm_campaign=ai_pack_launch_week%26utm_content=it_header_how_boston_scientific/1/0100019ff0be2209-2f112a49-f7cc-4a40-adbf-121492a47e12-000000/SWzwPVBPs76lbV4E1DHqBM6zqN1g1-n5t0ofiyqejB0=452"><img src="https://images.tldr.tech/brainstorm.png" valign="middle" style="vertical-align: middle !important; height: 100%;" alt="BrainStorm Inc."></a></td></tr></tbody></table>
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<h1><strong>TLDR IT <span id="date">2026-08-11</span></strong></h1>
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<strong>How Boston Scientific is turning AI adoption into a daily habit (Sponsor)</strong>
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Buying AI licenses is the easy part. Getting people to use them every day is the real work.<p></p><p><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.brainstorminc.com%2Fwebinars%2Fboston-scientific-ai-adoption%3Futm_source=paid_newsletter%26utm_medium=third_party_placement%26utm_campaign=ai_pack_launch_week%26utm_content=it_Body_boston_scientific_brainstorm/1/0100019ff0be2209-2f112a49-f7cc-4a40-adbf-121492a47e12-000000/JfDFWQ4lY1IvoJeLsjjKdN9_0nOd7ATVn1uxe3J30ZI=452" rel="noopener noreferrer nofollow" target="_blank"><span>Join Boston Scientific and BrainStorm</span></a> on August 27th at 12pm Mountain/2pm Eastern to hear how one enterprise closed that gap by bringing HR and IT together and giving employees an AI skills ladder they can actually climb.</p>
<p>By the end of the session, you'll have learned:</p>
<p>→ A practical framework to <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.brainstorminc.com%2Fwebinars%2Fboston-scientific-ai-adoption%3Futm_source=paid_newsletter%26utm_medium=third_party_placement%26utm_campaign=ai_pack_launch_week%26utm_content=it_Body_manage_ai_adoption_as/1/0100019ff0be2209-2f112a49-f7cc-4a40-adbf-121492a47e12-000000/ruCq0rcbT6HpVBMR-2XjGpBh-vmkq0_vgttvd2IUoos=452" rel="noopener noreferrer nofollow" target="_blank"><span>manage AI adoption as a behavior problem</span></a>, and</p>
<p>→ An honest account of how one enterprise is working through it right now. </p>
<p><a class="underline underline underline-offset-2 decoration-1 decoration-current/40 hover:decoration-current focus:decoration-current" href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.brainstorminc.com%2Fwebinars%2Fboston-scientific-ai-adoption%3Futm_source=paid_newsletter%26utm_medium=third_party_placement%26utm_campaign=ai_pack_launch_week%26utm_content=it_cta_attend_live_discussion/1/0100019ff0be2209-2f112a49-f7cc-4a40-adbf-121492a47e12-000000/de3kQ7nz5Y9bnlqtZyoKH3_BN60P3o1XuI5kmcvzvm8=452" rel="noopener noreferrer nofollow" target="_blank"><span>Attend live to join the discussion →</span></a>
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<strong>Django moves to an annual release cycle (1 minute read)</strong>
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The Django Python web-framework project has accepted a proposal to replace its complex mix of short-lived feature and long-term-support releases with an annual release cycle. Beginning with the expected January 2028 release, every feature release will receive three years of support.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.gartner.com%2Fen%2Fnewsroom%2Fpress-releases%2F2026-08-10-gartner-forecasts-worldwide-artificial-intelligence-optimized-iaas-spending-to-grow-96-percent-in-2026%3Futm_source=tldrit/1/0100019ff0be2209-2f112a49-f7cc-4a40-adbf-121492a47e12-000000/DL1o2i07IUENVq7Zq8NNQf3ArBHyJsWzwG4ze58I9Ig=452">
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<strong>AI infrastructure spending is set to nearly double in 2026 (3 minute read)</strong>
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Gartner expects AI-optimized IaaS spending to grow 96% this year to $42 billion, with inference overtaking training as the largest source of demand. Agentic AI and production deployments are pushing enterprises toward significantly more continuous compute consumption.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fventurebeat.com%2Ftechnology%2Fmeta-returns-to-open-source-with-muse-glimmer-an-apache-2-0-licensed-30b-parameter-ai-model-optimized-for-agents-available-now%3Futm_source=tldrit/1/0100019ff0be2209-2f112a49-f7cc-4a40-adbf-121492a47e12-000000/1Oy0axYWHXSxpmPVhymbQaKIsNaLYj0SOmLdFXxrNSE=452">
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<strong>Meta releases Muse Glimmer, a 30B open model built for agents (5 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Meta Muse Glimmer is a 30-billion-parameter open-weight model optimized for autonomous agents and designed to run on consumer hardware. The Apache 2.0 release marks a renewed push by Meta around open AI models.
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<h1><strong>Analysis & Opinions</strong></h1>
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<strong>Chaos, Clocks, and Command Centers (12 minute read)</strong>
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Cybersecurity has substantially improved technical detection and containment while leaving enterprise incident response largely fragmented. The article advocates treating incident response as a coordinated command-center discipline, particularly as attackers' exploitation and intrusion timelines continue to shrink.
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<strong>Everything I Learned Shipping Device Bound Session Credentials (14 minute read)</strong>
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Shipping Device Bound Session Credentials at Report URI and open-sourcing the server-side implementation exposed several browser and concurrency pitfalls. Refresh flows correctly begin with a 403, session-state clobbering can silently disable binding, cookie and challenge rotation are required, and legitimate overlapping requests can trigger false stolen-cookie detections.
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<strong>Token-maxxing is dead. Agentic memory is what comes next (7 minute read)</strong>
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Longer context windows alone aren't enough for agents that operate across hours or days. The emerging infrastructure challenge is persistent memory that can decide what information to retain, retrieve, and discard.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fdeveloper.nvidia.com%2Fblog%2Frun-local-agentic-ai-workflows-with-metas-muse-glimmer-on-nvidia%3Futm_source=tldrit/1/0100019ff0be2209-2f112a49-f7cc-4a40-adbf-121492a47e12-000000/Slj_7804HDFhRpQWON_F1ebHzaRuXlyfecN7JvF13Xg=452">
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<strong>Run Local Agentic AI Workflows with Meta's Muse Glimmer on NVIDIA (3 minute read)</strong>
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Meta Muse Glimmer is a 30B open-weight dense model with a 120K-plus context window designed for local, multi-step AI agent workflows. NVIDIA says it can run on a single NVIDIA GPU at up to 20K tokens per second, keeping sensitive data on device, and provides deployment through NIM, vLLM, SGLang, Hugging Face weights, and NVIDIA platforms.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftechcrunch.com%2F2026%2F08%2F07%2Fcloudflare-launches-kitesurf-a-browser-built-for-ai-agents%2F%3Futm_source=tldrit/1/0100019ff0be2209-2f112a49-f7cc-4a40-adbf-121492a47e12-000000/V3uokyOC1P8C5VAq-ERayfGMbpHLoefcP38Idajk8sM=452">
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<strong>Cloudflare launches a browser built specifically for AI agents (4 minute read)</strong>
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Cloudflare's Kitesurf is a cloud-hosted browser optimized for agents, stripping away human-facing browser overhead while reducing CPU, memory, and token costs. It runs on Workers and lets agents navigate sites, fill forms, and perform browser-based tasks programmatically.
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<div style="text-align: center;"><strong><h1>Miscellaneous</h1></strong></div>
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