Lesson 101: Synthetic eval data ethics
Focus
Anchor this drill to one production LLM workflow—even hypothetical. Token Synthetic eval data ethics:101 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Synthetic eval data ethics · drill v1 · spin
67232. - Habit: attach a trace_id to every completion you would paste into an ops dashboard.
- Guardrail: add one RACI bullet for prompt or index changes before tomorrow's standup.
Deep dive notebook
Synthetic drill artefacts
Token CFO scratchpad
- prompt_budget: 2034
- completion_budget: 500
- cache_key: `c89d`
Hypothesis: halving completions moves P95 ~7% — record actuals.
Practice
Practice Attach rollback steps if cost-per-request crosses your guardrail. — 101 Bump 19.