Lesson 107: Synthetic labeling ethics
Focus
Prefer explicit failure rehearsals over aspirational wording. Token Synthetic labeling ethics:107 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Synthetic labeling ethics · drill v7 · spin
760465. - 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-18521
input_stub: summarise incident_ticket_pool_9
must_include_patterns:
- "\[chunk_"
forbid_patterns:
- "SLA 15m" # unless citations exist
judge_profile: tempered_3
Practice
Practice Draft three eval assertions QA must greenlight before launch. — 107 Bump literals mindset by 20.