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MY Pitsane

1 paper indexed

arxivcs.AIcs.NE2026-07-06

Heaviside Continuity of Rolling Coefficients for Eliminating Epistemic Entropy in Large Language Models

MY Pitsane, Hope Mogale

Large language models (LLMs) generate fluent outputs that can be wrong. Unlike humans, who often exhibit cues when providing false information, LLMs produce errors that are difficult to detect because autoregressive decoding provides no mechanism for verifying intermediate reason…

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