Secret Mathematics of Agnosticism

Agnosticism usually is classified as an informal philosophical viewpoint or hesitation on theological aspects. However, this paper presents agnosticism as a mathematically optimal state of ignorance represented by the maximal entropy, vacuous probability intervals in the context of Dempster-Shafer theory, and an invariant fixed point during Bayesian belief update. The framework of the empty/epistemic simplex and corresponding entropic dynamics is introduced. Moreover, problems of imprecise probability in the case of radical ignorance and algebraic multi-valued logic are discussed. Finally, open problems and research avenues are suggested for the implementation of mathematical agnosticism in Artificial General Intelligence (AGI) and distributed knowledge management systems.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-02
DOI
https://doi.org/10.5281/zenodo.23891820
Primary Topic
Bayesian Modeling and Causal Inference
Type
preprint
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preprint

Secret Mathematics of Agnosticism

Ismail A Mageed
Zenodo (CERN European Organization for Nuclear Research)
Bayesian Modeling and Causal Inference
preprint

Secret Mathematics of Agnosticism

Ismail A Mageed
preprint en

Abstract

Agnosticism usually is classified as an informal philosophical viewpoint or hesitation on theological aspects. However, this paper presents agnosticism as a mathematically optimal state of ignorance represented by the maximal entropy, vacuous probability intervals in the context of Dempster-Shafer theory, and an invariant fixed point during Bayesian belief update. The framework of the empty/epistemic simplex and corresponding entropic dynamics is introduced. Moreover, problems of imprecise probability in the case of radical ignorance and algebraic multi-valued logic are discussed. Finally, open problems and research avenues are suggested for the implementation of mathematical agnosticism in Artificial General Intelligence (AGI) and distributed knowledge management systems.

Zenodo (CERN European Organization for Nuclear Research)
Bayesian Modeling and Causal Inference
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