#moonshot-ai

Moonshot trained Agent Swarm against two failure modes it names itself, serial collapse and fake parallelism. Use them as your own fan-out decision test.

Kimi K3's weights are open, but the licence is bespoke: a $20M revenue trigger for resellers, UI attribution rules, and a 1.56TB download to plan for.

The White House OSTP accused Moonshot of distilling Anthropic's Fable 5 to build Kimi K3. Treasury floated sanctions; nothing is enacted so far.

Kimi K3's open weights are promised by July 27, not shipped — use the 10-day window to prep hosting for a 2.8T model and check the license before you commit.

Kimi K3 brings 2.8T parameters, 1M context, and near-frontier vendor benchmarks, with open weights due July 27, 2026. What the release means for AI buyers.

Kimi K2.7-Code is Moonshot's new open-source coding model: +21.8% on Kimi Code Bench v2, 30% fewer reasoning tokens, plus Kimi Code CLI plans from $19/mo.

Moonshot AI's Kimi K2.5 is the base model behind Cursor Composer 2 and 2.5. Architecture, benchmarks, and the open-weight agent coding thesis.

Moonshot's Kimi K2.6 ships 300-agent swarms, 12-hour coding runs, WebGL hero sections, and open-source SOTA on SWE-Bench Pro. Agency playbook and benchmarks.

Anthropic accuses DeepSeek, Moonshot AI, and MiniMax of industrial-scale distillation via 24,000 fake accounts and 16M+ Claude exchanges. Full analysis inside.

Moonshot AI's Kimi K2.5 features 1 trillion parameters and Agent Swarm technology coordinating 100 AI agents. Architecture analysis and use cases.

Moonshot AI's Kimi K2 Thinking achieves SOTA with 1T parameters, INT4 training, 200-300 tool calls. First open model competitive with GPT-5/Claude.