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Semantic Fidelity

Research notes and frameworks on preserving meaning across compression, retrieval, generation, and transformation.

A split ledger receipt with divided columns and entries, symbolizing fragmented accounting and divided institutional records.

Semantic Fidelity (Canonical Definition)

Semantic Fidelity explains how meaning changes or degrades as information moves through compression, retrieval, generation, and transformation.

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