Library / Human Capability Development Principles Framework
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Source changed 2026-10-03 08:25:59 UTC · snapshot created 2026-10-03 10:17:34 UTC · last check 2026-10-03 10:35:10 UTC

HCD.14:5.2 - The next observation decides the smallest update

No result of the proposed revision is assumed. The test has the following conditional returns:

New observationUpdate to the hypothesis
Both fresh uncued first attempts adapt the promise correctly and preserve configuration checking and calculationRetain the local change provisionally for these tested variants; do not claim a general transfer effect.
Correct answers appear only after a teacher or AI cue names the changed resourceIndependent adaptation remains unproven; inspect cue dependence and the supported human target before adding more repetitions.
The time value is ambiguous or a required source is unavailableRepair that assessment or access component; the affected attempt cannot judge the intended learning contribution.
Adaptation improves but configuration checking or required checks deteriorateRevise or abandon the change: the intended gain does not compensate for the protected loss.
Further qualified observations show several tasks depend on the same missing prerequisiteEnlarge the target or arrangement question through the appropriate diagnostic and Method owner.

A later HCD.13 result may update the hypothesis if delay or support dependence becomes relevant. It is neither a prerequisite for this first revision nor proof that the revision caused the later result.