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Nous Research Raises $90M Series B at $1.5B Valuation
Why it mattersNous Research is now valued at $1.5 billion with about $158 million raised in total; Hermes has been downloaded about 22.7 million times since February and has overtaken OpenClaw in usage on OpenRouter.
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NVIDIA's Open-Source AI Agent Runtime OpenShell Hits GitHub Weekly Trending With ~15K Stars
Why it mattersOpenShell is open source under Apache 2.0 with SDKs in four languages; it added about 4,500 stars in a week, and agents in its sandbox never see real credentials.
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Lambda Seeks $4B in Final Pre-IPO Round at $14.5B Valuation: $35B of Its $50B Backlog Is One Customer
Why it mattersLambda's backlog rose from $15 billion in June to $50 billion in September, $35 billion of it from a single Anthropic commitment in late August; this is its final private round before a planned 2027 IPO.
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Mistral Debuts “Le Chonk”: Open-Weight Large 4 in Public Preview, Weights Drop Oct 27
Why it mattersIt was trained on about 4,000 Nvidia Grace Blackwell GPUs in Mistral's own European data centers; weights land October 27, and until then no third party can independently verify its performance claims.
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Nvidia-Backed Reflection Debuts Beam, Its First Open-Weight Frontier Model: 501B Params, 23B Active
Why it mattersBeam has 501B total parameters with 23B active, and the company says it needs a third to a quarter of GLM-5.2's inference compute; scores are self-reported and weights open later in October.
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DOJ Arrests California Tech Firm Owner Over Alleged $300M AI Server Smuggling to China
Why it mattersEarthmade received more than $176 million from two Malaysian shipping firms in January–October 2024; per Bloomberg, US officials are asking why Nvidia missed the warning signs.
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NVIDIA Launches Open-Source Agent Safety Platform: Software Sandbox Plus Chip-Level Hardware Watchdog
Why it mattersThe platform pairs the open-source OpenShell sandbox with Sentry, a hardware watchdog on BlueField-4 DPUs, and launched with more than 100 partners, including Anthropic.
