Lesson 170: Portfolio metrics that survive audits
Focus
Document interfaces between humans, retrieval, and policy engines. Token Portfolio metrics that survive audits:170 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Portfolio metrics that survive audits · drill v10 · spin
801496. - 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
Eval YAML snippet
case_id: GX-29426
input_stub: summarise incident_ticket_pool_12
must_include_patterns:
- "\[chunk_"
forbid_patterns:
- "SLA 15m" # unless citations exist
judge_profile: tempered_1
Practice
Practice Pair with multilingual SME review—even if hypothetical. — 170 Bump literals mindset by 30.