Compression-Aware Intelligence Terminology Declaration

Compression-Aware Intelligence (CAI) links hallucination to representational conflict under semantic-equivalence rephrasing, and defines compression strain as the measurable signal of that conflict. Compression-Aware Intelligence (CAI) reframes compression from a solution to a diagnostic. CAI measures compression strain AKA the contradictions and incoherences that emerge when inputs cannot be reconciled. This provides a universal signal for detecting hallucinations and drift in both AI systems and human cognition. www.compressionawareintelligence.com

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-06-12
DOI
https://doi.org/10.5281/zenodo.16467699
Primary Topic
Computability, Logic, AI Algorithms
Type
article
Field-Weighted Citation Impact
0.00
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article

Compression-Aware Intelligence Terminology Declaration

Zenodo (CERN European Organization for Nuclear Research)
Computability, Logic, AI Algorithms
article

Compression-Aware Intelligence Terminology Declaration

article en

Abstract

Compression-Aware Intelligence (CAI) links hallucination to representational conflict under semantic-equivalence rephrasing, and defines compression strain as the measurable signal of that conflict. Compression-Aware Intelligence (CAI) reframes compression from a solution to a diagnostic. CAI measures compression strain AKA the contradictions and incoherences that emerge when inputs cannot be reconciled. This provides a universal signal for detecting hallucinations and drift in both AI systems and human cognition. www.compressionawareintelligence.com

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 53%
Computability, Logic, AI Algorithms
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Compression-Aware Intelligence Terminology Declaration · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS