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.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-14
DOI
https://doi.org/10.5281/zenodo.19578090
Citations
16
Primary Topic
Library Science and Information Systems
Type
article
Field-Weighted Citation Impact
1108.28
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Retrieval Forensics: Investigating Compression Damage in the AI Retrieval Layer

Rex Fraction, Lee Sharks
16 citations
Zenodo (CERN European Organization for Nuclear Research)
Library Science and Information Systems
1108.28
article

Retrieval Forensics: Investigating Compression Damage in the AI Retrieval Layer

Rex Fraction, Lee Sharks
article en
16 citations

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 0%
Library Science and Information Systems
1108.28
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.