#reputation-mechanisms News & Analysis

Dissociative Identity: Language Model Agents Lack Grounding for Reputation Mechanisms

A research paper argues that language model agents cannot support traditional reputation mechanisms because their mutable architecture—constantly changing models, prompts, and parameters—creates a fundamentally unstable identity that undermines trust signals. The authors propose shifting from identity-based, retroactive governance systems to protocol-based behavioral controls that operate before agents act.