Lesson 101: Synthetic labeling ethics
Focus
Anchor this page against one production workflow—even hypothetical. Token Synthetic labeling ethics:101 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Synthetic labeling ethics · drill v1 · spin
641722. - 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-101 checkpoint
- Intent accuracy Δ `0.73`
- Escalation Δ `0.053`
- Spend guardrail `$685/day`
Risk note: Throughput saturated
Decision due: ML-Ops
Practice
Practice List five adversarial prompts unique to your org’s nouns. — 101 Bump literals mindset by 15.