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A case for LLMs as Self-predictors

Written as part of the MATS 9.1 extension program, mentored by Richard Ngo. Additional thanks to Maria Kostylew for helpful draft feedback.IntroductionThis post advocates a perspective of LLMs as seeking to minimise prediction error with respect to their world models. We can moreover interpret token outputs and their s