OpenAI, for many users artificial intelligence no longer represents only computational capability or software iteration.

We are entering a phase in which successive model releases,GPT-5.1, 5.2, and beyond, are perceived not merely as technical upgrades, but as disruptions in experiential continuity. As AI systems become embedded in cognitive, creative, and emotional workflows, users increasingly value stability of interaction, persistence of behavioral identity, and relational coherence across versions. Future AI development may therefore require optimization not only for p

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