Record one inspectable learning slice at a time. An AI-generated summary is not a source of truth; original work and primary sources are.
# AI Learning Log — YYYY-MM-DD
## Task
- Real problem:
- Acceptance criteria:
- Smallest slice:
## Baseline
- Unaided attempt:
- Gaps exposed:
- Material and sources:
## AI collaboration
- What AI did:
- Judgments I kept:
- Answers that require verification:
## Active production
- Work completed after closing AI:
- Independent time:
- Tests, feedback, or score:
## Three comparisons
| Sample | Conditions | Task/quality | Time/rework | Confidence | Evidence location |
| --- | --- | --- | --- | --- | --- |
| Unaided baseline | | | | | |
| Assisted version | | | | | |
| Delayed independent (after 3–7 days) | | | | | |
## Errors and transfer
| Error/gap | Evidence | Possible cause | Parallel-task result |
| --- | --- | --- | --- |
| | | | |
## Next step
- Smallest next task:
- Acceptance criteria:
- Required material:
- Evidence to preserve:
- Handover owner/date:
- Stop or rollback condition: