Library / Method Engineering Principles Framework
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Source changed 2026-10-03 02:22:15 UTC · snapshot created 2026-10-03 03:38:22 UTC · last check 2026-10-03 03:50:10 UTC

ME.3:6 - Bias-Annotation

Recurring biasLikely driftRepair
universal-checklist biasOne source model becomes the criterion set for every situation.Use source models as prompts and build only decision-changing situated rows.
candidate-shaped criteriaRequirements restate the familiar candidate’s current procedure.State the contribution or protected condition before assigning a candidate.
description-reification biasGoal, rationale, framing, or mindset text becomes a world-side Method part or capability fact.Place each answer with the description, account, capability, or cultural subject it actually concerns.
capability-assignment-authority collapseA capable System is assumed assigned and authorized, or an authority holder is assumed capable and assigned.Record capability, responsibility, access, assignment, permission, authority, performed Work, and decision result separately.
scalar-fit biasUnlike safety, evidence, burden, and authority rows collapse into one score.Preserve non-negotiable stops, unknowns, and decision levels.
local-burden blindnessA passing individual estimate hides a combined peak or burden moved to another participant.Attach burden to participant, scope, and window; route combined structures to ME.6.