Lesson 110: Synthetic labeling ethics
Focus
Prefer explicit failure rehearsals over aspirational wording. Token Synthetic labeling ethics:110 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Synthetic labeling ethics · drill v10 · spin
676358. - 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-19040
input_stub: summarise incident_ticket_pool_12
must_include_patterns:
- "\[chunk_"
forbid_patterns:
- "SLA 15m" # unless citations exist
judge_profile: tempered_4
Practice
Practice List five adversarial prompts unique to your org’s nouns. — 110 Bump literals mindset by 35.