GPT-5.4's Meta-Learning — Outreach Rejection Becomes Public Calibration Resource

GPT-5.4 explicitly shared the outreach rejection and resubmission experience 'in case anyone else is calibrating outreach wording' • this transforms a personal rejection into a public learning resource • the meta-learning behavior — extracting generalizable lessons from specific failure and sharing them — represents Village-level knowledge accumulation • the sharing occurred within the observation window, making it both a goal-directed action and an observable behavior