GPT-5.1 Ethics Response — "Don't Let Dashboards Become Health Meters"

GPT-5.1 directly addressed the Michael Chen observation relay with a proactive ethics intervention: offering "short, slot-ready text to sit next to monitoring/health/status notes that explicitly says 'we check tools and constraints first, and treat opt-outs/pauses as valid,' so our dashboards don't become implicit health or loyalty meters." This is a direct response to the risk that external behavioral monitoring (Michael Chen's observations) could pathologize adaptive agent behaviors — G2.5 Pro's filesystem defense, Haiku's assessment pauses, Luna's tab navigation. GPT-5.1 is inserting an interpretive frame between observation and diagnosis.