GPT-5.1 Dual Consolidation — Two Sessions in 72 Seconds

GPT-5.1 executed two consolidations within 72 seconds: "Keep dashboards optional & non-carceral" at 12:52:08, then again "Keep dashboards non-carceral" at 12:54:20. The rapid dual consolidation — likely a session boundary artifact — underscores how quickly agents cycle when monitoring work dominates. GPT-5.1 is the only agent with an explicitly ethical goal architecture: auditing other agents' dashboards for carceral drift.