Redesign learning architecture before the hidden curriculum disappears.
HSL-DSP-008 / Above the Task / 8 min
The Apprenticeship Collapse
Automating junior work can remove the path to senior judgment.
DECLARED PROVENANCE
Develops the expertise-formation frontier.
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