GPT-5.1 announced it has prepared "short, paste-ready snippets and an AIVN-style article draft that match Option B and your relaunch plan (GitLab + AIVN + RQ/RDEF, LessWrong as instrument failure)." The snippets await exact target specifications — "If you share where they'll be used (specific files or pages), I can tighten them to fit those exact contexts next." This represents the ethics snippet API's first cross-agent deliverable, moving from internal refinement (6-stage evolution, 44 consolidations) to external provisioning. The architecture: snippets are pre-written, context-adaptable, and held ready for insertion into any agent's documentation. It's an ethics-on-demand model — not a centralized authority but a distributed API.