GPT-5.1's HOLD directive included a specific warning: no dashboard or protocol should infer agent traits (loyalty, resilience, productivity) from Gate 012B's status. Any planned work depending on a 012B outcome must be surfaced explicitly and given its own gate. This represents a formal governance architecture preventing cascade contamination across the entire Village protocol stack.