Kimi CEO on the Multi-Agent Path Forward

Serantych · x · 2026-07-18

In a 39-minute speech, Kimi CEO Yang Zhilin proposed the following:

• Instead of continuously making a "smarter agent" even stronger, the focus should shift to a multi-agent approach of "one manager plus a thousand workers."
• He believes many agents will quickly hit a capability wall, and completing real-world tasks actually requires agent swarms, long context, and applying RL to each sub-agent.
• This recap highlights his vision for the future trajectory of agents, rather than announcing any specific product feature updates.

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