MAS的前世今生：到底现在还需不需要多智能体
Published:
Why We Need MAS: Decomposition, Context Management and Exploration-Maxxing
Blog posts
2026
Multi-Agent Systems, Then and Now: Do We Still Need Them?
Published:
Why We Need MAS: Decomposition, Context Management and Exploration-Maxxing
Scaling Agent Swarm
Published:
Recent work on scaling agent swarms, and my thoughts and judgments about this direction.
Scaling Agent Swarm
Published:
近期agent scaling的工作，以及我对于这个方向的思考和判断