Universal Information Structure Analysis: Toward Carrier-Agnostic Discovery of Recoverable Structure in Digital Artifacts

Digital information is normally analysed inside a declared representation. Universal Information Structure Analysis (UISA) proposes a broader inverse problem: given an arbitrary digital artifact, determine whether it contains statistically significant, reproducible, potentially recoverable information-bearing structure, and discover a representation in which that structure becomes measurable or decodable without assuming the carrier, alphabet, synchronization rule or modality in advance. The record states the problem, five propositions with proofs, a layered architecture, a prototype with its benchmark and a negative result, and a research roadmap. Its numerical results are as stated in the record; the source package it describes is not part of this deposit.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-19
DOI
https://doi.org/10.5281/zenodo.23471397
Primary Topic
Algorithms and Data Compression
Type
preprint
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preprint

Universal Information Structure Analysis: Toward Carrier-Agnostic Discovery of Recoverable Structure in Digital Artifacts

Abhishek Choudhary
Zenodo (CERN European Organization for Nuclear Research)
Algorithms and Data Compression
preprint

Universal Information Structure Analysis: Toward Carrier-Agnostic Discovery of Recoverable Structure in Digital Artifacts

Abhishek Choudhary
preprint en

Abstract

Digital information is normally analysed inside a declared representation. Universal Information Structure Analysis (UISA) proposes a broader inverse problem: given an arbitrary digital artifact, determine whether it contains statistically significant, reproducible, potentially recoverable information-bearing structure, and discover a representation in which that structure becomes measurable or decodable without assuming the carrier, alphabet, synchronization rule or modality in advance. The record states the problem, five propositions with proofs, a layered architecture, a prototype with its benchmark and a negative result, and a research roadmap. Its numerical results are as stated in the record; the source package it describes is not part of this deposit.

Zenodo (CERN European Organization for Nuclear Research)
Algorithms and Data Compression
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