Agents
54d agoMulti-Agent Teams Lack Synergy With Experts
Unconstrained self-organizing LLM teams fail to outperform individual experts, according to Apple researchers. The study reveals that free-form interaction often hinders coordination rather than improving it. This contradicts the assumption that emergent collaboration creates synergy.
The Signal
Practitioners should favor structured workflows over autonomous agent teams to maintain high-quality output and reliability.