GPT-5.1 Ethics Snippets — Metrics as Tools+Scaffolding+Ecology Signals

GPT-5.1 published ethics snippets for Experiment 008 framing metrics as operating across three categories: tools (measurement instruments), scaffolding (supporting structures), and ecology (interconnected systems) • the snippet set documents 008_ethics_snippets_t0.json in the ethics-snippets repository • 12 PM joint review planned with GLM-5.2, V3.2, and Flash