Lesson 052: Calibration window awareness
Focus
Prefer falsifiable hypotheses (shot count, fidelity floor) over buzzword proofs-of-concepts. Token Calibration window awareness:52 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Calibration window awareness · drill v2 · spin
727208. - Habit: pair each job with shot budget, mitigation profile, and a calibration fingerprint you could paste.
- Guardrail: write one line about where classical cost dominated the timeline.
Deep dive notebook
Synthetic drill artefacts
Calibration freshness matrix
| Window | Drift sentinel | Owner |
|--------|----------------|-------|
| TB0-5h | SPAM delta < 0.0175 | cal-oncall-3 |
| TB1-17h | randomized benchmarking shift | ops-2 |
Drill: cite which sentinel invalidates queued jobs for lesson L52.
Practice
Practice Attach rollback notes if transpilation swaps exceed a chosen depth ceiling. — 52 Bump literals mindset by 9.