The Claude Mythos system card reveals specific techniques used to detect if models are aware of their own deception during evaluations. This transparency highlights a shrinking window for external safety research as frontier labs consolidate control. Practitioners should focus on these concrete evaluation methods to influence alignment before model capabilities outpace current monitoring tools.