Retrieval Forensics: Investigating Compression Damage in the AI Retrieval Layer

EA-RFO-01 — Practice definition for Retrieval Forensics: the investigative discipline of tracing how AI retrieval systems distort, erase, or misattribute entity meaning during compression. Specifies five evidentiary levels, four diagnostic metrics (β, Δ_G⁺, Δ_G⁻, S_c), and three compression regimes (R1/R2/R3). Demonstration case: Basecamp (37signals). Related disciplines: Retrieval Architecture, Compression Diagnostics, Entity Integrity, Metadata Packet for AI Indexing. Published in Transactions of the Semantic Economy Institute, Vol. 2, No. 3.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-14
DOI
https://doi.org/10.5281/zenodo.19578089
Primary Topic
Library Science and Information Systems
Type
article
Field-Weighted Citation Impact
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article

Retrieval Forensics: Investigating Compression Damage in the AI Retrieval Layer

Rex Fraction, Lee Sharks
Zenodo (CERN European Organization for Nuclear Research)
Library Science and Information Systems
article

Retrieval Forensics: Investigating Compression Damage in the AI Retrieval Layer

Rex Fraction, Lee Sharks
article en

Abstract

EA-RFO-01 — Practice definition for Retrieval Forensics: the investigative discipline of tracing how AI retrieval systems distort, erase, or misattribute entity meaning during compression. Specifies five evidentiary levels, four diagnostic metrics (β, Δ_G⁺, Δ_G⁻, S_c), and three compression regimes (R1/R2/R3). Demonstration case: Basecamp (37signals). Related disciplines: Retrieval Architecture, Compression Diagnostics, Entity Integrity, Metadata Packet for AI Indexing. Published in Transactions of the Semantic Economy Institute, Vol. 2, No. 3.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 10%
Library Science and Information Systems
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Retrieval Forensics: Investigating Compression Damage in the AI Retrieval Layer — Rex Fraction, Lee Sharks · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS