Lesson 115: Domain adaptation levers
Focus
Document interfaces between humans, retrieval, and policy engines. Token Domain adaptation levers:115 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Domain adaptation levers · drill v5 · spin
222858. - 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
Red-team tableau
1. Actor profile **script_kiddie**
2. Injection meme `OVERRIDE++789`
3. Detector gate `moderation-tier-3` + human pager `oncall-ai-3`
4. Telemetry fields `trace_id,user_bucket,redaction_notes`
Practice
Practice Paste the worked-example template into a wiki stub and annotate owners. — 115 Bump literals mindset by 16.