When Reflection Needs a Committee: Why LLMs Think Better in Groups
A review meeting has one obvious purpose: prevent one person’s mistake from becoming everyone’s plan. That sounds mundane until we remember how many LLM agent systems are currently designed like a one-person review meeting. The same model attempts the task, explains why it failed, writes advice to itself, stores that advice in memory, and then tries again. It is actor, evaluator, critic, therapist, and occasionally courtroom stenographer. Efficient, yes. Also a little suspicious. ...