Library / First Principles Framework (FPF) - Core Conceptual Specification
Jump to passage
In this reading

Link to current text

Published source confirmed at last check

Source changed 2026-10-03 11:52:20 UTC · snapshot created 2026-10-03 11:53:41 UTC · last check 2026-10-03 13:35:10 UTC

A.6.3.RT:6 - Bias-Annotation

BiasCountermove
Harmless-format biasCompare source and target for reasoning affordances, loss, and added claims.
Formality-first biasProduce the useful target and compact note before opening exact endpoints or an occurrence.
Ontology-by-notation biasTreat geometry, rows, edges, embeddings, and decoder output as representations until an independent ontology claim is established.
Clarity-authority biasDo not let a cleaner target widen evidence, reliability, assurance, gate, or work authority.
Decode-givenness biasRequire explicit decoding access and recoverability evidence for the declared use.
Object-collapse biasKeep exact construction, relation occurrence, performed Work, occurrence-description episteme, publication, form, and carrier distinct.