Kimi K3 synthesizes RL tasks from a web-search-built knowledge graph
nrehiew_ · x · 2026-07-29
The thread gives a rare look at Kimi K3’s RL environment synthesis pipeline.
- The system builds a knowledge graph of tasks using web search agents, going as deep as the agent can research on each topic.
- It then samples a few keys, fetches public information from the internet, and synthesizes tasks from those seed materials.
- The image shows a broad task graph spanning coding, CS/AI, biomedicine, humanities, math, physics, chemistry, and more.
- The poster says the infra supports many harness types and that the synthesis flow is straightforward and standard.
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