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<div style="display: none; max-height: 0px; overflow: hidden;">OpenAI appears to be regaining ground against Anthropic among US corporate customers, according to spending data from Ramp covering more than </div>
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<h1><strong>TLDR IT <span id="date">2026-08-25</span></strong></h1>
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<strong>OpenAI regains ground in the corporate AI market (2 minute read)</strong>
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OpenAI appears to be regaining ground against Anthropic among US corporate customers, according to spending data from Ramp covering more than 70,000 organisations. Anthropic led in May and July, but third-quarter trends suggest faster growth for OpenAI, while increasing overall spending on paid AI services indicates that both providers may expand even as corporate loyalty remains fluid.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fsiliconangle.com%2F2026%2F08%2F24%2Fnvidias-dedicated-inference-accelerator-groq-3-lpx-enters-full-production-to-supercharge-ai-agents%2F%3Futm_source=tldrit/1/010001a038eb3f95-f213d3bb-0c32-4c50-b812-3b96b6f57d77-000000/RsZwFkyVuc9Fou4YBCk10iJ6UHz7_dmPUKW6sh2FQZk=452">
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<strong>Nvidia puts Groq 3 LPX inference chip into production (4 minute read)</strong>
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Nvidia's Groq 3 LPX accelerator is entering production as part of its Vera Rubin platform, targeting ultra-fast token generation for agentic AI. Nebius is the first cloud provider committed to deploying it.
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<strong>IBM builds chip that runs Arm and Z workloads on the same cores (5 minute read)</strong>
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IBM is developing a dual-architecture processor that can natively execute both Arm and IBM Z instructions. The design could let enterprises run modern AI and cloud-native software directly alongside critical mainframe workloads.
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<strong>When NOT to Use Stream Processing: Messaging and APIs Are Often Enough (20 minute read)</strong>
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Stream processing is valuable for continuous event-driven computation but is often the wrong architecture for request-response interactions, direct state queries and corrections, or work requiring locks. As evidence, Kestra rebuilt its messaging layer around plain queueing, and Confluent moved Control Center's metrics pipeline from Kafka Streams to Prometheus.
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<strong>Autonomy and Innovation (13 minute read)</strong>
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AI cybersecurity capabilities are inherently dual-use: the same ability to discover and exploit vulnerabilities is needed to defend infrastructure, with intent shaped by incentives and whoever controls the system. Defenders must automate the full loop from vulnerability detection through patching, deployment, and rollback.
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<strong>Still managing a separate phone system? (Sponsor)</strong>
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fzoom.sjv.io%2Fc%2F5783948%2F3894925%2F17910%3FsharedId=Aug25/1/010001a038eb3f95-f213d3bb-0c32-4c50-b812-3b96b6f57d77-000000/bhEXwhy12iO0ucB3Z9PzGOse_rfzXhpVyE2FoIbiePY=452" rel="noopener noreferrer nofollow" target="_blank"><span>Zoom Phone</span></a> lives inside the Zoom app your team already uses, so replacing a legacy PBX or another provider doesn't mean a new tool, new logins, or retraining anyone. Enterprise reliability and built-in security features, plus AI that summarizes calls and transcribes voicemail. From $10.50/user/month.
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<p><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fzoom.sjv.io%2Fc%2F5783948%2F3894925%2F17910%3FsharedId=Aug25/2/010001a038eb3f95-f213d3bb-0c32-4c50-b812-3b96b6f57d77-000000/PJ-LLBFF_S9d46vrI1qOcvlgRay57OKgy3h_T1V3EnQ=452" rel="noopener noreferrer nofollow" target="_blank"><span>See Zoom Phone plans →</span></a>
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fbyteiota.com%2Fatlassian-code-context-gives-ai-agents-eyes-across-your-entire-codebase%2F%3Futm_source=tldrit/1/010001a038eb3f95-f213d3bb-0c32-4c50-b812-3b96b6f57d77-000000/riezlop6jBaranz8yI1idt30MjAGVxe0NQvqxZ6yAh0=452">
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<strong>Atlassian Code Context Gives AI Agents Eyes Across Your Entire Codebase (3 minute read)</strong>
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Atlassian Code Context is a Teamwork Graph capability that lets developers and AI coding agents search connected GitHub and Bitbucket repositories alongside Jira, Confluence, Loom, and other organizational data. Atlassian says internally benchmarked agents using this context produced 44% more accurate results with 48% fewer tokens, while access remains controlled by existing repository permissions.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fventurebeat.com%2Forchestration%2Fanthropics-new-claude-tag-update-lets-its-slack-agent-read-the-full-conversation-and-jump-in-unprompted%3Futm_source=tldrit/1/010001a038eb3f95-f213d3bb-0c32-4c50-b812-3b96b6f57d77-000000/_V18oNWPQMgyHwYCmY-Oun2DLBcZxvKDriLrv8HACDk=452">
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<strong>Anthropic gives its Slack agent full conversation context (4 minute read)</strong>
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Claude Tag can now follow entire Slack conversations and proactively join discussions instead of waiting to be explicitly invoked. Anthropic describes the approach as “multiplayer AI,” where agents participate directly in team workflows.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fsiliconangle.com%2F2026%2F08%2F24%2Fthomson-reuters-launches-proprietary-ai-model-for-legal-work%2F%3Futm_source=tldrit/1/010001a038eb3f95-f213d3bb-0c32-4c50-b812-3b96b6f57d77-000000/9xPWb_3Q3ecD_HB3UbW34VRUH_VxSXC_QUDPwRY3260=452">
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<strong>Thomson Reuters launches its own AI model for legal work (3 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Thomson is Thomson Reuters' first proprietary large language model. It is designed around professional legal workflows and the company's specialized data.
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<div style="text-align: center;"><strong><h1>Miscellaneous</h1></strong></div>
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fclickhouse.com%2Fblog%2Freliable-opentelemetry-ingestion-at-scale%3Futm_source=tldrit/1/010001a038eb3f95-f213d3bb-0c32-4c50-b812-3b96b6f57d77-000000/4P2kCe5mSi2B05vgELcPAOOJw7TOCPmmNChwSUzhNeU=452">
<span>
<strong>Ensuring reliable OpenTelemetry ingestion at scale (16 minute read)</strong>
</span>
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<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
ClickHouse describes how its LogHouse observability platform evolved to handle OpenTelemetry ingestion at 50 million events per second without losing telemetry during ClickHouse backpressure. After finding in-memory queues and local collector write-ahead logs inadequate, the company designed a priority-based failover pipeline that keeps ClickHouse in the hot path and uses blob storage as a durable overflow buffer.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.infoworld.com%2Farticle%2F4211105%2Fcan-neoclouds-corner-ai-compute.html%3Futm_source=tldrit/1/010001a038eb3f95-f213d3bb-0c32-4c50-b812-3b96b6f57d77-000000/BvUkxRK0W6BrraPOJeoKMRj8MyK9c3vod3qVUK8f6Cw=452">
<span>
<strong>Can neoclouds corner AI compute? (10 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
AI-focused clouds such as CoreWeave, Lambda, and Nebius offer cheaper, highly optimized GPU infrastructure, but hyperscalers still hold advantages in security, managed services, and enterprise integration. Gartner expects neoclouds could capture 20% of the AI cloud market by 2030.
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