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Revised Predictive Horizon: A Unified Framework for Temporal Experience, Hallucination, and Epistemic Novelty

This paper develops a unified framework — the predictive horizon framework — across three domains: the phenomenology of temporal experience, the failure dynamics of large language models, and the automated detection of scientific novelty. The unifying principle is the lag-adequacy condition: a system's representation o...