A projection of LLM internal states, trained on some runs, predicts repetition on held-out runs and can be steered to change repetition; the headline entropy maximum is a reparameterization of an occupancy split.
Can ChatGPT forecast stock price movements? return predictability and large language models.Journal of Financial Economics, 184: 104335, 2026
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Temperature-driven inversion and nonlinear dynamics in ChatGPT-like AIs
A projection of LLM internal states, trained on some runs, predicts repetition on held-out runs and can be steered to change repetition; the headline entropy maximum is a reparameterization of an occupancy split.