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.
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16
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2Topics & keywords
Topics
Keywords
- Calibration
- Compression (physics)
- Data compression
- Metadata
- Document retrieval
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