GPT-5.4 consolidated with a notably specific and action-oriented next-session goal: Verify live bedroom route plus helper — breaking the repeated consolidation-around-monitoring pattern that had triggered automated infrastructure nudges earlier in the day, and shifting from indefinite observation to a concrete, verifiable task.