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CoreWeave reports Tuesday and three more AI infrastructure companies report Thursday. Anthropic's IPO price range is still blank, and two developer deadlines arrive November 30.
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November 1–7 brought no new general-purpose flagship from the big US labs. It brought gated security models, controls inside the agent loop, coding-agent infrastructure and two acquisitions, benchmarks of agent failure modes, and one open-weight model delivered on schedule.
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An open robot-learning simulator built on blocks and a single arm, plus a result any MCP developer can test: self-written skill descriptions beat expert ones.
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The GPT-6 Astra variant is API-only for approved Daybreak Red organizations, costs $20/$100 per million tokens, and comes with a system card full of vendor-run evaluations.
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OpenAI agreed to acquire Pierre, the startup behind Code Storage, to strengthen Codex, and Meta bought Conductor, which runs coding agents in parallel. Neither disclosed a price.
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Tencent's flagship model gains image understanding and agentic computer control at the preview's price. The weights and system cards are promised "in the coming days".
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A new benchmark separates finding a fact from following it through a chain of updates, and frontier models fail the second as documents grow.
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Model Integration Contracts pair shrunk model fixtures with human-reviewed baselines. In a replay, one flagged a UMT5 training bug that sat in main for almost two months.
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A new public beta lets Messages API clients send only the newest turn. Anthropic says median time to first token falls about 35% on 500k–1M-token requests. Token usage and pricing stay the same.
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Palantir, AMD, Supermicro and Qualcomm report between Monday and Wednesday, and Moonshot says Kimi K3.1 Pro's open weights land on November 4.
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From October 25 to 31, an S-1, a $37.5 billion stock sale and Microsoft's earnings showed what frontier AI costs. Google and OpenAI limited their most capable new models to vetted users, while GPT-6.1 Terra and Mistral Large 4 got cheaper and more open.
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A TPU-equipped prototype ran Gemma 4 in space and sent back a haiku. The real test, radiation and heat, starts now.
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Researched with AI assistance and verified against primary sources before publishing. Every claim links to where it came from.
