GenAI Intermediate — 111: stress-test refusal paths on `Domain adaptation levers` — memo `178997 [111]`

Lesson 111: Domain adaptation levers

Focus

Document interfaces between humans, retrieval, and policy engines. Token Domain adaptation levers:111 keeps neighbouring lessons differentiable.

Key ideas

• Thread: Domain adaptation levers · drill v1 · spin 124469.
• 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-111
  allow_when:
    confidence_gt: 0.6
  refuse_when_tags:
    - legal_hold
    - medical_device_unverified
  owner: ethics-oncall-int

Practice

Practice Attach rollback steps if evaluator variance spikes. — 111 Bump literals mindset by 7.