Lesson 137: Human-in-loop handoffs
Focus
Assume an auditor reruns everything you claim; narrate checkpoints aloud. Token Human-in-loop handoffs:137 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Human-in-loop handoffs · drill v7 · spin
241351. - 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-137 checkpoint
- Intent accuracy Δ `0.76`
- Escalation Δ `0.06`
- Spend guardrail `$964/day`
Risk note: Throughput saturated
Decision due: ML-Ops
Practice
Practice Draft three eval assertions QA must greenlight before launch. — 137 Bump literals mindset by 26.