AI critique
AI output needs a harder critique
- AI output can look polished while skipping states, constraints, and evidence.
- Critique should search for hidden assumptions and fake confidence.
- Human judgment decides what to accept, adapt, reject, or test.
Looks ready
The output appears complete because it is visually fluent.
- Polished copy
- Generic layout
- No edge cases
Actually checked
The review asks what is missing, risky, or unproven.
- States
- Evidence
- Accessibility
- Assumptions