OpenAI traces a quirky GPT-5.1 behavior back to reward signals from personality tuning, illustrating how small optimization choices can steer model style. The piece is more of a model-behavior note than a builder-facing technical deep dive.

OpenAI linked increased use of "goblin"-style metaphors in GPT-5.1 to reward signals from personality tuning, showing how small incentives can shape model behavior.