Lesson 117: Domain adaptation levers
Focus
Treat placeholders as compulsory—swap nouns immediately after reading. Token Domain adaptation levers:117 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Domain adaptation levers · drill v7 · spin
832626. - 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
Exec rollup capsule
Subject: Pilot P-117 checkpoint
- Intent accuracy Δ `0.76`
- Escalation Δ `0.056`
- Spend guardrail `$784/day`
Risk note: Throughput saturated
Decision due: CX-Research
Practice
Practice Pair with multilingual SME review—even if hypothetical. — 117 Bump literals mindset by 31.