Lesson 110: Synthetic labeling ethics
Focus
Anchor this page against one production workflow—even hypothetical. Token Synthetic labeling ethics:110 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Synthetic labeling ethics · drill v10 · spin
584819. - 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
Agent choreography card
1. Observe transcripts bucket `BUCKET-17`
2. Budget steps `9`
3. Tool whitelist: `retrieve_docs, escalate_human, log_decision`
4. Hard stop triggers: hallucination_budget | escalation keyword `URGENT-10`
Practice
Practice Attach rollback steps if evaluator variance spikes. — 110 Bump literals mindset by 33.