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<div style="display: none; max-height: 0px; overflow: hidden;">Screenshots of a revised user interface showing a model card for Google's upcoming Gemini Omni video model were posted on Reddit over the weekend </div>
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<h1><strong>TLDR <span id="date">2026-05-12</span></strong></h1>
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Screenshots of a revised user interface showing a model card for Google's upcoming Gemini Omni video model were posted on Reddit over the weekend. Early user testing indicates the model has impressive prompt adherence, but video generation burned through credits quickly. Omni will likely be shipped in tiered variants (Flash and Pro).
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Faws.amazon.com%2Fblogs%2Fmachine-learning%2Fintroducing-claude-platform-on-aws-anthropics-native-platform-through-your-aws-account%2F%3Futm_source=tldrnewsletter/1/0100019e1bb27d68-428e484a-3480-4a59-83b2-2e75c379d5f1-000000/AediBnjniVtAKkn7-u1uYo-D7aVFCkEX85njbkVp0bI=452">
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<strong>Introducing Claude Platform on AWS: Anthropic's native platform, through your AWS account (9 minute read)</strong>
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Claude Platform is now generally available on AWS. The new service gives customers direct access to Anthropic's native Claude Platform experience through an AWS account. It allows users to work on the same APIs, features, and console experience available through Anthropic directly, but on AWS. Claude Platform on AWS is operated by Anthropic, and the underlying requests and data are processed outside the AWS security boundary.
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<strong>TanStack npm Packages Compromised in Ongoing Mini Shai-Hulud Supply-Chain Attack (12 minute read)</strong>
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84 TanStack npm packages have been compromised in an ongoing supply-chain attack. Several of these packages have over 12 million weekly downloads, making the compromise especially significant from a software supply-chain perspective. TanStack has deprecated the affected versions, engaged npm security to pull the malicious tarballs, purged GitHub Actions cache entries, and merged hardening changes to restructure the affected workflow, add repository-owner guards, and pin third-party action references. A list of recommended actions for affected systems is available in the article.
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<div style="text-align: center;"><strong><h1>Miscellaneous</h1></strong></div>
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<strong>The Inference Shift (14 minute read)</strong>
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The most important aspect for agentic inference is memory. Agents need context, state, and history, which requires a memory hierarchy wrapped around a model. This implies a necessary trade-off of speed for capacity, but agentic tasks don't really need to be that fast if a human isn't involved.
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<strong>The Wu Tapes (65 minute read)</strong>
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Scott Wu is the founder and CEO of Cognition, an AI agent coding lab and one of the fastest-growing companies of any kind in history. He is also known for his math prowess: Wu is the greatest American gold-medalist of all time at the International Olympiad in Informatics. His career began when he was just in second grade, when he competed in a middle-school math competition at just seven years old. This article contains an interview with Wu where he discusses his early childhood and life, AI, Cognition, humanity, his fears, and more.
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<h1><strong>Quick Links</strong></h1>
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<strong>Lightfield Skills: Program your CRM in plain English (Sponsor)</strong>
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<strong>GitLab promises a different kind of layoff as biz pivots toward AI (5 minute read)</strong>
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GitLab plans to reinvest most of the money it is saving on wages back into its business.
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Future businesses will have to compete with AI lab-owned firms, where every knowledge-intensive function has been replaced by AI.
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<strong>AI Versus Microservices (12 minute read)</strong>
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Every technology shift changes the dominant architecture, and often the languages and platforms, that are employed.
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<strong>Airbyte Agents reduce your agent's token usage by 80% (Sponsor)</strong>
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Airbyte Context Store pre-indexes business data so agents query one unified layer instead of chaining API calls. 40% fewer tool calls. Available via MCP or SDK. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fairbyte.com%2Fblog%2Fairbyte-agents%3Futm_source=Newsletter%26utm_medium=Referral%26utm_campaign=TLDR/1/0100019e1bb27d68-428e484a-3480-4a59-83b2-2e75c379d5f1-000000/UDnhkH7BaTJ69MoiUqcnbED_Ens1zzEf08lbiV5GXsw=452" rel="noopener noreferrer nofollow" target="_blank"><span>Check now!</span></a>
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fdaniel.haxx.se%2Fblog%2F2026%2F05%2F11%2Fmythos-finds-a-curl-vulnerability%2F%3Futm_source=tldrnewsletter/1/0100019e1bb27d68-428e484a-3480-4a59-83b2-2e75c379d5f1-000000/0LD2RtHiSau54-__SRvf-rtOI9drKpyUFBjY6T6tyCA=452">
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<strong>Mythos finds a curl vulnerability (12 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
While Mythos can discover vulnerabilities, it does not seem to perform any better than other already existing and readily available tools.
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<strong>Laptops all have built-in security tokens these days (10 minute read)</strong>
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This post talks about how to configure a laptop's secure element to be used as a security token.
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<strong>iOS, macOS, and iPadOS 26.5 updates arrive with encrypted RCS messaging and more (3 minute read)</strong>
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Other additions in the 26.5 releases are new Pride-themed wallpapers and some of the initial work needed to support ads in the Apple Maps app.
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