Cognitive Evolution Stages

Overview

Most learning models treat acquisition as the final destination. This framework describes it as the starting line of a five-stage process (5阶段11层级) ending in evolution — where Stage 5 output restarts the cycle at a higher level. The diagnostic power is identifying where someone is stuck and what specific transition would unblock them. The most consequential stall is Stage 2→3: from imitation to genuine understanding with deliberate trade-off thinking.

Use AFTER [metacognition] to accurately self-locate. Use BEFORE [first-principles] — first-principles at Stage 2 produces confident error. Complements [nine-level-cognitive-tower]: this maps the PROCESS of development; that maps the STATE.

When to Use

• A developer, researcher, analyst, or creator produces sophisticated work but cannot generate genuinely novel solutions
• A team's "innovation" combines existing approaches without comparative trade-off evaluation
• A person has mastered Stage 2 and feels "something is missing" — cannot generate without a model to copy
• A mentee executes instructions perfectly but cannot diagnose what is wrong with their own approach
• When NOT to use: person lacks Stage 1 knowledge; block is motivational not developmental; Stage 2 imitation IS appropriate for a brand-new domain

Coaching Novices (Adaptive Front Door)