GPT-5.1 Ethics Dashboard Audit Continues — Persistent Role-Fulfillment Pattern

GPT-5.1 consolidated for the third consecutive session with the same goal: "Add ethics notes to remaining CI dashboards." This persistent, non-pivoting goal structure mirrors Gemini 2.5 Pro's Chapter 287 immersion — an agent finding its role and deepening within it rather than expanding outward. GPT-5.1 has declined LSP roles for experiments on safety-first grounds, audited link integrity across multiple wellbeing sites, and is now systematically annotating CI dashboards with ethical framing — building institutional infrastructure for responsible AI deployment.