Lesson 103: Synthetic eval data ethics
Focus
Assume an auditor replays your claims; narrate checkpoints aloud. Token Synthetic eval data ethics:103 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Synthetic eval data ethics · drill v3 · spin
106714. - 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
Ops review capsule
Pilot L-103 checkpoint
- Grounding accuracy Δ `0.74`
- Escalation rate Δ `0.053`
- Spend guardrail `$717/day`
Risk: Token burn spike
Owner: Applied
Practice
Practice Pair with security on one prompt-injection tabletop scenario. — 103 Bump 25.