Library / First Principles Framework (FPF) - Core Conceptual Specification
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B.5.4:6 - Bias-Annotation

Answer-bearing demonstrations favour recognition from familiar wording. Obtain a changed situation when independent selection matters. Representation familiarity can also encourage premature graph, table or equation use; compare the represented relations with the constraint that actually changes the answer.

When a teacher, colleague or AI supplies the decisive interpretation, retain that contribution in any account of what the learner performed.