Core stance
AI augments judgment; it does not own judgment
- Use AI as a collaborator, not as an authority.
- AI can expand the option space quickly.
- Humans remain responsible for evidence, ethics, priority, and final decisions.
Delegation trap
The learner copies a polished answer and assumes the work is done.
- No evidence check
- No user fit check
- No decision rationale
Collaboration habit
The learner uses AI to reveal options, risks, and questions, then decides.
- Context
- Alternatives
- Verification
- Decision log