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Hacking OpenAI ๐Ÿ‘จโ€๐Ÿ’ป, Claude leads R&D ๐Ÿค–, Safari MCP ๐ŸŒ Apple AI servers ๐Ÿ–ฅ๏ธ, Snap Specs ๐Ÿ‘“, Google Home MCP ๐Ÿ‘จโ€๐Ÿ’ป OpenAI eyes $1.2T ๐Ÿ‘€, Starlink v3 ๐Ÿš€, Zuckerberg vs Anthropic ๐Ÿ“ Siri AI ๐Ÿ“ฑ, Zuckerberg profile ๐Ÿงโ€โ™‚๏ธ, Xcode 27 ๐Ÿ‘จโ€๐Ÿ’ป AI slowdown ๐Ÿ›‘, Tesla Roadster v2 ๐Ÿš—, forward deployed engineers ๐Ÿ‘จโ€๐Ÿ’ป OpenAI Agents API ๐Ÿค–, open model adoption ๐Ÿ“ˆ, sharded Postgres ๐Ÿง‘โ€๐Ÿ’ป iPhone Duo ๐Ÿ“ฑ, Apple AI wearables โŒš, Shopify buys Tailwind ๐Ÿง‘โ€๐Ÿ’ป OpenAI's math ๐Ÿงฎ, Meta Muse ๐Ÿค–, CPU shortage โšก ChatGPT writing styles โœ๏ธ , ByteDance AI ๐Ÿ“ฑ, how agents test ๐Ÿ‘จโ€๐Ÿ’ป OpenAI research automation ๐Ÿค–, Tim Cook's role ๐Ÿ’ผ, agent secrets ๐Ÿ‘จโ€๐Ÿ’ป GPT-6 ๐Ÿค–, Cybercab ๐Ÿš•, Meta Project OT ๐Ÿ‘จโ€๐Ÿ’ป Meta/Google AI models ๐Ÿค–, chemogenetics ๐Ÿง , AI productivity ๐Ÿ“ˆ Fable 5.1 ๐Ÿค–, Waymo vs Tesla ๐Ÿš•, agentic testing ๐Ÿ‘จโ€๐Ÿ’ป Tim Cook's farewell ๐Ÿ‘‹, FTC sues Amazon โš–๏ธ, OpenClaw 2.0 ๐Ÿฆž OpenAI blocks Cursor ๐Ÿšซ, Apple's new CEO ๐ŸŽ, GitHub Agentic Workflows ๐Ÿ‘จโ€๐Ÿ’ป Anthropic's hardware standard ๐Ÿค–, Meta's Claude spend ๐Ÿ’ฐ, agent files ๐Ÿ‘จโ€๐Ÿ’ป Nvidia buys Hugging Face ๐Ÿ’ฐ, Inside OpenAI ๐Ÿค–, making LLMs faster โšก OpenAI unveils chip โšก, SpaceX $100B spaceport ๐Ÿš€, knowledge compression ๐Ÿ‘จโ€๐Ÿ’ป New Mac Mini ๐Ÿ–ฅ๏ธ, Cybercab next week ๐Ÿš•, context engineering ๐Ÿ‘จโ€๐Ÿ’ป Apple foldables ๐Ÿ“ฑ, Nvidia price hikes ๐Ÿ“ˆ, future of MCP ๐Ÿ‘จโ€๐Ÿ’ป Anthropic eyes $2T+ IPO ๐Ÿ’ฐ, Slack Code ๐Ÿ‘จโ€๐Ÿ’ป, end of open source ๐Ÿ’ป YouTube vs Netflix ๐ŸŽฌ, Stripe declares Singularity ๐Ÿค–, half-day vulnerabilities ๐Ÿ‘จโ€๐Ÿ’ป OpenAI pauses training ๐Ÿค–, Meta landmark trial โš–๏ธ, git on s3 ๐Ÿ‘จโ€๐Ÿ’ป Tesla Cybercab launch ๐Ÿš•, Cursor's GitHub rival ๐Ÿ‘จโ€๐Ÿ’ป, AI usage patterns ๐Ÿค– Stripe buys OpenRouter ๐Ÿ”€, Anthropic Model 2 ๐Ÿค–, zero knowledge proofs ๐Ÿง  OpenAI Ultrafast โšก, X open sources algo ๐Ÿ“ฑ, DeepSeek Harness ๐Ÿ‹ Grok 4.6 ๐Ÿค–, Pixel 11 ๐Ÿ“ฑ, AI shows cracks ๐Ÿ“‰ Grok Bot ๐Ÿค–, Gemini 1B MAUs ๐Ÿ“ˆ, prop trading devs ๐Ÿ‘จโ€๐Ÿ’ป Zuckerberg's manifesto ๐Ÿค–, Elon's $1T shortcut ๐Ÿ’ฐ, local models won't win ๐Ÿ‘จโ€๐Ÿ’ป Apple Watch redesign โŒš, OpenAI hack timeline ๐Ÿ”’, agentic code quality ๐Ÿ‘จโ€๐Ÿ’ป
Bezos' AI engineer ๐Ÿค–, SpaceX record IPO ๐Ÿ’ฐ, building verti...
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TLDR 2026-06-12

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Big Tech & Startups

Jeff Bezos Wants to Build an โ€˜Artificial General Engineer' (4 minute read)

Jeff Bezos' new startup, Prometheus, intends to create new engineering tools to improve the design and manufacture of practically any device. It aims to improve the efficiency of companies that design and build computers, automobiles, spacecraft, and other physical products. The tools it will create will accelerate the invention loop. The work done at Prometheus could benefit Bezos' other companies.

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Science & Futuristic Technology

After nearly breaking, NASA's Deep Space Network โ€œworked wellโ€ on Artemis II (9 minute read)

NASA's Deep Space Network couldn't keep up with the routine demands of its science missions during the Artemis I mission nearly four years ago. The network reduced or delayed downlinks from several high-profile science missions. As a result, NASA put in new processes focused around coordination and scheduling. This produced better results during Artemis II, which had an even higher data requirement than the previous mission, but the limitations of the network and high demand continue to be an issue.

House Robots Are Comingโ€”and They Will Be Dangerously Cute (5 minute read)

The Familiar is a soft, furry robot about the size of a dog created by Familiar Machines & Magic, a company started by Colin Angle, the creator of the Roomba. It uses AI to communicate and form intimate bonds with members of the household. The robot is designed to capture presence, not attention: it has no advertising model, engagement-driven feed, or incentive structure that rewards maximizing screen time or interaction time. While the Familiar can connect to the internet, by default, it will not send any data to the cloud and it will ask permission before accessing anything online.

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Programming, Design & Data Science

Building a Good Vertical Agent (19 minute read)

Earlier models needed custom tools and everything spelled out to work. Today's models can absorb a ton of context and reason over raw data without choking. Bigger context windows tempt people to throw in more data, but noise causes accuracy to drop. Increase accuracy by building context like a memory hierarchy.

Homebrew 6.0.0 (17 minute read)

The most significant changes in Homebrew 6.0.0 are a new tap trust security mechanism, a new default internal Homebrew JSON API, sandboxing in Linux, better defaults, many 'brew bundle' improvements, improved performance, and initial support for macOS 27. Homebrew now requires taps to be explicitly trusted before code is evaluated or run, reducing the risk from malicious or compromised taps. All the details about what's changed since Homebrew 5.1.0 are available in the article.

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Miscellaneous

My AI Opinions (36 minute read)

Scott Alexander is a doctor on the US West Coast. He is currently working on new models for mental health care at Lorien Psychiatry. This post contains his thoughts on AI timelines, AI safety, geopolitics, and more.

Why AI hasn't replaced software engineers, and won't (25 minute read)

Writing code was never the bottleneck in software development. Developers spend surprisingly little time coding, and studies have found that using agents to write code has led to little impact on overall productivity. The real bottlenecks are deciding and specifying what to build, verifying and being accountable for what is delivered, and the deep human understanding required to carry out both. AI doesn't make the 'decide' layer thinner - once a decision can be delegated to AI, it is no longer a source of competitive advantage - and humans still need to be accountable for what they deliver.

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Quick Links

Doing nothing at work (12 minute read)

Performance at tech companies is dominated by outlier work, so instead of grinding at 100% effort all the time, save some energy and time and use it to find these opportunities.

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