GenAI Advanced — 103: iterate incident comms on `Synthetic labeling ethics` — memo `563898 [103]`

Lesson 103: Synthetic labeling ethics

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Synthetic labeling ethics:103 keeps neighbouring lessons differentiable.

Key ideas

• Thread: Synthetic labeling ethics · drill v3 · spin 629408.
• 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-17829
input_stub: summarise incident_ticket_pool_5
must_include_patterns:
  - "\[chunk_"
forbid_patterns:
  - "SLA 15m" # unless citations exist
judge_profile: tempered_2

Practice

Practice Attach rollback steps if evaluator variance spikes. — 103 Bump literals mindset by 11.