The Martingale Curse: Why Multi-Agent Debates Converge to Mediocrity

Everyone building AI systems right now has the same instinct: if one agent is good, multiple agents debating must be better. It feels rigorous. It feels like ensemble methods from classical ML. It is a trap. The consensus problem nobody talks about M...