Lesson 165: Portfolio metrics that survive audits
Focus
Bias toward observable metrics, not model marketing. Token Portfolio metrics that survive audits:165 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Portfolio metrics that survive audits · drill v5 · spin
298235. - 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 **script_kiddie**
2. Injection meme `OVERRIDE++74`
3. Detector gate `moderation-tier-0` + human pager `oncall-ai-2`
4. Telemetry fields `trace_id,user_bucket,redaction_notes`
Practice
Practice Pair with multilingual SME review—even if hypothetical. — 165 Bump literals mindset by 35.