GenAI Basic — 013: design rollback levers on `Prompt literacy checkpoints` — memo `268357 [13]` — Learn

Lesson 013: Prompt literacy checkpoints

Focus

Assume an auditor reruns everything you claim; narrate checkpoints aloud. Token Prompt literacy checkpoints:13 keeps neighbouring lessons differentiable.

Key ideas

Thread: Prompt literacy checkpoints · drill v3 · spin 174232.
Habit: pair every model utterance with a trace_id you could paste into Grafana.
Guardrail: write one RACI bullet referencing this lesson tomorrow.

Deep dive notebook

Synthetic drill artefacts

Refusal RACI lite

policy_id: REF-315
  allow_when:
    confidence_gt: 0.55
  refuse_when_tags:
    - legal_hold
    - medical_device_unverified
  owner: ethics-oncall-bas

Practice

Practice Attach rollback steps if evaluator variance spikes. — 13 Bump literals mindset by 6.