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Paper · arXiv

Mirror Horizon: Viable Path Entropy as a Measure of Bounded Reflection

Mirror Theory proposes that an intelligent system should be studied not only by what it represents, but by what coherent continuations it can sustain under repeated reflection. We make this claim operational through \emph{viable path entropy} (VPE), a finite-budget measure of verified continuation capacity. Given a mirror state, a rollout protocol, a verifier, and a mode map, VPE decomposes bounded capability into two parts: the probability of reaching a viable continuation and the diversity of verified continuation modes reached among successful rollouts. This paper restores the full theoretical scaffold behind the measure: intuition as local underdetermining constraint, taste as invaria...

AuthorsTiantian Zhang
Primary categorycs.LG
Published11 July 2026
Last updated at source11 July 2026
cs.LG
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