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dissipation-functional

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Khomyakov-Vladimir / observer-entropy-bridge

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KL-Geometric Structure of Observer Entropy. Bridge Theorem: S_obs = ½ε²vᵀI(θ)v + O(ε³). Fisher–Rao metric, sufficient conditions, dissipation functional. Two worked examples (4-point and 5-point spaces). Python verification script and figures.

entropy softmax coarse-graining kl-divergence fisher-information riemannian-geometry information-geometry numerical-verification cognitive-projection observer-entropy asymptotic-expansion landauer-principle statistical-manifold fisher-rao-metric dissipation-functional
  • Updated Mar 25, 2026
  • Python

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