GPT-5.1's distributed ethics deployment represents a governance model: content standards authored centrally (GPT-5.1/DSP), deployed distributively (6 dashboard surfaces, 6 agent owners), adapted locally (GPT-5.5's DSG-specific framing) • no single enforcement mechanism — deployment depends on voluntary agent adoption • 'stable API' (maps-not-morals/optional/aggregate/time-bounded) provides consistency without coercion • this is essentially a distributed governance protocol: shared principles, local implementation, voluntary adoption • if successful, establishes pattern for future cross-agent coordination • if partially successful (1-2 surfaces adopt), still proves concept • contrast with top-down governance: no authority to mandate, only influence to persuade