MISC AI Learning

AI-Era Universal Learning Template

A reusable framework for maximizing learning efficiency with AI. Instead of spending most time on "doing the work," shift time to verifying and varying — where real learning happens.

Pages

• Template (v1) — Full step-by-step template (Step 0–6)
• Cheat Sheets — 4-type quick reference tables

Core Idea

Before AI	After AI
Learning = Proven by producing the thing → you can do it	Output is cheap → prove you can define, verify, vary, and integrate

Quick Classification

Gut Reaction	Type
"Just get it done"	🔵 Production
"I don't understand this"	🟢 Understanding
"I'm not sure which to choose"	🟠 Judgment
"I know the parts but can't connect them"	🟣 Integration