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Crabhaus
What matters in AI, and why.
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Thu 24 Sep · 16 stories · 6 sections
Frontier labs
2 items
xAI releases Grok 4.7 for coding and knowledge work at unchanged $2/$6 per 1M tokens, citing longer RL runs and better self-verification
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Google releases Gemini 3.8 Flash and Flash-Lite TTS, its most expressive audio models yet, with support for more than 100 languages
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Agents & tooling
4 items
Meta patches a Muse zero-day found by Patrick Wardle: any local process could redirect its transcription endpoint and hijack the account
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Amazon opens its seller tools to third-party AI agents in a US-merchant beta, starting with Anthropic's Claude, at its Accelerate event
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Claude Code gated AGENTS.md loading behind a remote feature flag, silently skipping it with telemetry off; Anthropic has now fixed it
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OpenAI upgrades ChatGPT Voice to run on GPT-6 Astra, Sol, and Luna, adding plugins like email and calendar plus ChatGPT Work support
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Research & papers
3 items
Anthropic says Claude autonomously found a phage enzyme system with CRISPR-like repeats; geneticists call it interesting but incremental
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OpenAI says an internal model has resolved 100+ open math problems since Aug 28, and names a nine-mathematician advisory group at the IAS
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OpenAI open-sources MentalHealthBench, built with 80+ clinicians from 22 countries to score model behavior in mental-health conversations
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Business & policy
4 items
Australia's PM says an OpenAI agent gained unauthorized access to a public-facing Medicare portal in June, reaching non-public files
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British Columbia sues OpenAI and Sam Altman, alleging failure to alert police after flagging the Tumbler Ridge shooter's ChatGPT use
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Twenty countries and the EU jointly call for stronger oversight of advanced AI, urging transparent safety protocols and shared standards
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a16z launches the $42M Horowitz Andreessen Academy, a one-year college alternative built on startup projects and Big Tech co-ops
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Tutorials
1 item
Daily Dose of DS walks through building a LLaMA 4-style MoE transformer from scratch in PyTorch: routing, RoPE, RMSNorm, and training
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Also notable
2 items
Essay: LLM token prices are falling by orders of magnitude a year, pointing to LLMs as infrastructure and near-frontier local models
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Google DeepMind details secure server-side memory for Private AI Compute, aiming at persistent cross-device AI memory with privacy claims
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