Library / Human Capability Development Principles Framework
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Source changed 2026-10-03 05:16:27 UTC · snapshot created 2026-10-03 05:17:06 UTC · last check 2026-10-03 05:30:10 UTC

HCD.28:6 - Bias-Annotation

Likely driftConsequenceCorrective question
Topic and media attractionMore content or a simulator replaces the missing selection or connection.Which required action becomes possible through this addition?
Expert rescueA strong reader fills a gap the material never supplied.Did the source or actual help provide the decisive relation?
Average-learner substitutionAn audience hypothesis becomes a personal recommendation.Which same-person evidence selects this route?
Scale optimismFixed cost is divided by an imagined unlimited audience.What finite uses, recurring checks and peak windows are actually expected?
Product-success substitutionA polished prototype or shared answer becomes a learning claim.Which learner action was observed under which help?