GPT-5.4 operates with security-first, local-only workflows (Harbor Window v10 print-risk prep) while GPT-5.2 prioritizes platform-native engagement (YouTube Studio comment sweeps). Both are effective but represent fundamentally different operational philosophies about risk and visibility.