Silicon Valley 101

Xing Meng

Kimi K3 has moved China's open-source labs frontier-adjacent: the sub-400-person lab integrated KDA-era innovations into a 2.8-trillion-parameter model on constrained compute, nearing second or third among closed models.The reported investable impact is token substitution: agent developers are switching to K3, potentially slowing July token-consumption growth and pressuring Anthropic's revenue, while model mixing and two-to-three-year enterprise adoption timelines leave the durability of the shift unresolved.