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
847469. - 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
Token CFO scratchpad
- prompt_budget_tokens: 1612
- completion_budget_tokens: 725
- cache_signature: `d635`
Hypothesis: halving completions moves P95 `7`%; record actuals.
Practice
Practice Draft three eval assertions QA must greenlight before launch. — 106 Bump literals mindset by 24.