This work develops a mathematical framework linking information theory and general relativity, suggesting new insights on modeling matter.
We develop a detailed and mathematically explicit framework that pushes the infinite-dimensional information Ricci flow toward a genuine ``information = matter'' unified theory. Building on the information manifold of smooth positive probability densities endowed with the Fisher--Rao metric, we introduce an information stress--energy tensor Iᵢⱼ[ρ] derived from a variational principle and show how it can be coupled to the Einstein tensor Gᵢⱼ to produce an information--Einstein equation of the form\[Gᵢⱼ=8π G\,Iᵢⱼ[ρ].\]We then analyze the structural conditions under which Iᵢⱼ[ρ] can be interpreted as an effective matter stress--energy tensor, and we derive conservation laws and Bianchi-type identities. We further show how the information Ricci flow arises as a natural geometric evolution compatible with this coupling, and we discuss the role of the information entropy functional as a Lyapunov functional. The paper is written in full detail, with explicit derivations of all key formulas, and aims to clarify what isalready achieved and what is still missing for a complete ``information = matter'' unified theory.
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Y. Li (2026) studied this question.
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