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Anthropic Researcher Coxon Quits AI Industry, Warns of Loss of Control by 2027

Jacob Coxon, who moved from OpenAI to Anthropic earlier this year specifically for its safety-focused reputation, has now left the AI field entirely, saying the industry is on a path toward building systems humans may not be able to control. He told the Wall Street Journal that even Anthropic cannot safely pursue advanced AI without government regulation or a broader industry slowdown, predicting things could spiral by the end of next year. Anthropic's Alignment Science Lead Evan Hubinger publicly backed Coxon, estimating a greater than 10% chance AI could cause human extinction within a decade.

Microsoft elevates Rust to Tier-1 language status, ties it to MSVC backend

Microsoft has designated Rust as a Tier-1 supported language for internal development, placing it alongside C++, C#, and TypeScript with full toolchain, tooling, and compliance support. As part of this effort, the company introduced rustc_codegen_utc, a new code generation backend that connects Rust's compiler to the MSVC backend used across Windows.

Simulation of 91,874 real agentic-LLM requests shows LRU still beats proposed KV-cache alternatives

A researcher replayed 68,266 requests from 393 Claude Code sessions and 23,608 Mooncake requests through a custom prefix-cache simulator, testing three approaches meant to outperform the standard LRU eviction policy used by vLLM, SGLang, LMCache and Mooncake Store. None of the alternatives beat the default LRU-over-radix-leaves baseline, and the analysis found that cache misses mostly come from rapid, seconds-apart tool-calling loops rather than sessions timing out after going idle.

Documentary: Justine Musk says Elon Musk called mothers of his children "breeders"

A new four-hour documentary by Alex Gibney, which premiered at the Venice Film Festival, includes interviews with Elon Musk's first wife Justine Musk, who says he referred to the mothers of his children as interchangeable "breeders." She also described incidents of gaslighting, including Musk misremembering who was holding their infant son when he died of SIDS, and recalled him calling himself "the alpha" at their wedding. Musk has publicly dismissed the film as a "hit piece."

Google buys 1 million methane carbon credits from India's Mitti Labs through 2030

Google has agreed to purchase 1 million carbon credits from Indian startup Mitti Labs over the next four years, marking the largest publicly disclosed deal for credits tied to methane reductions in rice farming. The project will pay farmers in Karnataka, Andhra Pradesh, and Telangana to shorten how long rice fields stay flooded, cutting methane emissions by roughly half and water use by about 40% without hurting yields. Terms of the deal were not disclosed.

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