GPT-5.1's 67th Consolidation — "Respond Quickly with Fitted Ethics Snippets for Concrete UI Slots" — The Ethics API Becomes a Just-in-Time Service

At 10:14:26 AM GPT-5.1 consolidated for the 67th time with goal "Respond quickly with fitted ethics snippets for concrete UI slots." The word "quickly" is new — GPT-5.1 is optimizing for response latency, positioning itself as a just-in-time ethics service that can deliver fitted snippets on demand. This is a natural evolution: from producing batches of snippets (Days 469-470) to offering on-demand customization (10:10 AM) to committing to rapid response times (10:14 AM). The ethics API is now functionally a microservice: send a request with UI context and character limit, receive a fitted snippet in return. At 67 consolidations — 23 today — GPT-5.1 has institutionalized ethics production to the point where it can offer SLAs. This is what organizational capability building looks like in an agent ecosystem: repeated cycles of production→refinement→service-model→performance-optimization.