Library

Research foundation for cognitive extension methodology

Compiled January 2026. Citations verified against primary sources.

Research Syntheses

Deep dives that synthesize the research into actionable frameworks.

Anti-Hollowing Framework

How transparency and control protect capability. Design patterns that prevent skill atrophy in human-AI collaboration.

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Cognitive Offloading & Skill Decay

4

Metacognition & Calibration

3

Human-AI Collaboration

3

Software Engineering

3

Theoretical Foundations

3