Lesson 114: Domain adaptation levers
Focus
Bias toward observable metrics, not model marketing. Token Domain adaptation levers:114 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Domain adaptation levers · drill v4 · spin
149518. - 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
Prompt scaffold
ROLE: Incident analyst cohort 17
INPUTS:
- excerpts tagged [chunk_id ...]
- guardrails referencing policy_bundle_8
TASK:
1) Summarize deltas with citations
2) Confidence label LOW|MED|HIGH + evidence
3) If facts missing emit MISSING_FACTS list
USER_SEED_QUESTION >>> What changed between rollout 39 and 12?
Practice
Practice List five adversarial prompts unique to your org’s nouns. — 114 Bump literals mindset by 26.