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numerical-verification

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Local KL–Fisher information-geometric bridge to Jensen–Shannon geometry for multi-observer aggregation. Companion code to Khomyakov (2026), Zenodo DOI 10.5281/zenodo.20373266. Verifies the 1/8 coefficient, multi-observer Fréchet barycenter expansion, and O(ε²) p_F–p_G coincidence.

  • Updated May 27, 2026
  • Python

KL-Geometric Structure of Observer Entropy. Bridge Theorem: S_obs = ½ε²vᵀI(θ)v + O(ε³). Fisher–Rao metric, sufficient conditions, dissipation functional, Landauer bound. Two worked examples + 12 off-center robustness checks. Python v3 verification script and 7 figures.

  • Updated May 30, 2026
  • Python

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