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cs.AI2026
The Geometry of Knowing: From Possibilistic Ignorance to Probabilistic Certainty -- A Measure-Theoretic Framework for Epistemic Convergence
Moriba Kemessia Jah
This paper develops a measure-theoretic framework establishing when and how a possibilistic representation of incomplete knowledge contracts into a probabilistic representation of…
cs.IT2026
The Epistemic Support-Point Filter: Jaynesian Maximum Entropy Meets Popperian Falsification
Moriba Kemessia Jah
This paper proves that the Epistemic Support-Point Filter (ESPF) is the unique optimal recursive estimator within the class of epistemically admissible evidence-only filters. Where…