Compression Diagnostics: Measuring What the AI Burns, Invents, and Distorts

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Abstract

EA-CD-01 — Measurement science definition for Compression Diagnostics: the quantitative measurement of what survives AI compression. Defines five metrics: β (Beige Threshold), Δ_G⁺ (Content Gain/Hallucination), Δ_G⁻ (Content Loss/Erasure), S_c (Semantic Coherence/Fragmentation), R (Compression Regime). Calibration data from Basecamp audit. Instrument: The Encyclotron. Related disciplines: Retrieval Architecture, Retrieval Forensics, Entity Integrity, Metadata Packet for AI Indexing. Published in Transactions of the Semantic Economy Institute, Vol. 2, No. 4.

Citation impact

16
total citations
FWCI
528.12
Percentile
100%
References
12
Too recent for citation history.

Authors

2

Topics & keywords

Keywords
  • Calibration
  • Compression (physics)
  • Data compression
  • Metadata
  • Document retrieval
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