Prabhjyot Singh

The Forager’s Dilemma: Peer Enforcement Alone Is Not Enough for Stable Multi-Agent Alignment

AI alignment methods typically rely on one of two strategies, either optimizing a scalar reward proxy learned from human feedback or situating agents in social environments where peer critique provides a dynamic correction signal. We argue that both strategies, taken in isolation, are structurally unstable. Static scal...