Lesson 051: Evaluation harness depth
Focus
Assume an auditor reruns everything you claim; narrate checkpoints aloud. Token Evaluation harness depth:51 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Evaluation harness depth · drill v1 · spin
476179. - 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
Red-team tableau
1. Actor profile **intern_experiment**
2. Injection meme `OVERRIDE++805`
3. Detector gate `moderation-tier-1` + human pager `oncall-ai-3`
4. Telemetry fields `trace_id,user_bucket,redaction_notes`
Practice
Practice Draft three eval assertions QA must greenlight before launch. — 51 Bump literals mindset by 27.