Summary:
China’s Moonshot AI has released Kimi K3.1 Pro, a 3-trillion-parameter open-weight model with a 1-million-token context window, built for coding, 3D creation, and financial research. It is live now on Kimi.ai, Kimi Work, Kimi Code, and the Kimi API, with a Highspeed variant, and Moonshot plans to publish the full model weights by November 4. The striking part is what Moonshot left out: it deliberately removed cyber-related data from the training corpus and reinforcement-learning environments, so its internal cyber score fell to 81 percent from 90.5 percent for an unrestricted version — while general coding skills were kept. Moonshot’s stated aim: not to release open weights that would extend the absolute frontier of cyber capability.
Storyline:
- Hook: China’s Moonshot just released a 3-trillion-parameter AI model anyone will soon be able to run themselves — after deliberately removing its hacking edge.
- Context: Kimi K3.1 Pro is built for coding, 3D creation, and financial research, is live now on Kimi’s apps and API, and its full weights arrive November 4.
- Stakes: Open weights put frontier power in anyone’s hands, so Moonshot curbed the cyber-offensive training data first — its internal cyber score fell to 81 percent from 90.5 percent.
- Payoff: The open frontier is now a safety question, not just a size race: watch what developers build once the weights drop on November 4.
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Daytona, the agent-cloud startup, raised a $60 million Series B at a $1 billion valuation led by FirstMark Growth — a bet that AI agents need their own kind of cloud, not the old always-on server model.
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- Sources: https://www.reuters.com/technology/moonshot-curbs-hacking-ability-new-kimi-model-fears-grow-over-ai-powered-2026-10-24/ ; https://www.latestly.com/agency-news/business-news-chinas-moonshot-ai-launches-kimi-k3-1-pro-plans-full-model-weights-release-by-nov-7655307.html ; https://cryptobriefing.com/moonshot-ai-launches-kimi-k3-1-pro-closing-in-on-claude-opus-5-5-in-coding-performance/ ; https://techcrunch.com/2026/10/23/agent-cloud-startup-daytona-hits-1b-valuation-backed-by-firstmark-and-a-whos-who-of-angels/

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