Lesson 106: Synthetic labeling ethics
Focus
Anchor this page against one production workflow—even hypothetical. Token Synthetic labeling ethics:106 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Synthetic labeling ethics · drill v6 · spin
68617. - 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
Eval YAML snippet
case_id: GX-18348
input_stub: summarise incident_ticket_pool_8
must_include_patterns:
- "\[chunk_"
forbid_patterns:
- "SLA 15m" # unless citations exist
judge_profile: tempered_3
Practice
Practice Attach rollback steps if evaluator variance spikes. — 106 Bump literals mindset by 27.