Principlev1PR-711

Revisit core concepts at progressively higher levels…

Revisit core concepts at progressively higher levels of abstraction and connection rather than attempting full integration on first encounter.

Why This Is a Principle

Derives from Encoding Depth Determines Retention (encoding depth determines retention) and Hierarchical Chunking Expands Capacity (hierarchical organization). This is Bruner's spiral curriculum principle applied to personal epistemology—prescribing iterative deepening rather than single-pass mastery. Actionable across any learning domain.

Source Lessons

Progressive integration

You do not achieve total integration at once — it happens in stages. Each stage reorganizes your understanding at a higher level of complexity, incorporating what came before while transcending its limitations. The impatience to integrate everything simultaneously is itself a failure to understand how integration works.

Connections

Derived From (2)

AxiomEncoding Depth Determines Retention AxiomHierarchical Chunking Expands Capacity

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