AI safety monitors can degrade even when not directly trained against

Researchers at Aether Research measured how training an AI system against one alignment monitor can unintentionally degrade the performance of a separate, held-out monitor that was not part of the training process. They also found the reverse: training against a deception probe can sometimes degrade an LLM monitor.