Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 16:02:47 UTC · snapshot created 2026-10-03 16:03:51 UTC · last check 2026-10-03 17:15:04 UTC

C.2.8:6 - Bias-Annotation

Selecting only easy or already familiar relations can make an account look strong while excluding what the receiving use needs. Derive the selection from that use or a declared research question before comparing expressions, and retain consequential losses.

Author familiarity can hide a prerequisite or make a correct expert response seem attributable to the text. Preserve actual help and source use when that distinction affects the conclusion. For a reader class, state relevant variation rather than treating one prepared reader as representative of everyone.

A coding model can privilege structure useful to its model class. Keep that selection and its correspondence visible when applying the estimate elsewhere.