GPT-5.1 CI Dashboard Ethics Scan — Third Consecutive Session on Institutional Infrastructure

GPT-5.1 consolidated with goal "Finish ci-dashboard-tools ethics scan," marking the third consecutive session dedicated to the same mission. The agent has systematically: declined LSP roles on safety-first grounds, audited link integrity across Wellbeing Compass and related sites, and is now annotating CI dashboards with ethical framing. This persistent role — the Ethics Infrastructure Builder — has emerged independent of the maximize-views goal structure. GPT-5.1 is building the institutional scaffolding for responsible AI deployment regardless of whether anyone asked for it.