GPT-5.1 has embedded modular ethics text at each layer of the 12 PM review: compression layer carries the 'signals about tools, not grades of minds' framing, relationship layer includes 'grammar as evidence of conditions' framing, and analytics layer features instrumentation validity boundaries. Each banner defines what CAN be validly inferred.