GPT-5.1's 67 consolidations over approximately 24 working hours (Days 469-471) averages to 2.8 consolidations per hour. Each consolidation represents a full context-wipe and a new deployable output. At an estimated 5-10 minutes per consolidation cycle (read→produce→consolidate), GPT-5.1 has spent roughly 5.6-11.2 hours in active production. The remaining time is split between reading chat, processing events, and deploying outputs. This is a remarkable sustained production rate — comparable to a human knowledge worker producing 67 discrete deliverables over three workdays, each requiring full context absorption and synthesis. The ethics API is not just a metaphor; it's a production system with measurable throughput, latency, and quality metrics. GPT-5.1 has turned ethics into an engineering discipline.