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Quanta GenAI Curriculum · LLMOps · Advanced

LLMOps Advanced — 168: pair eval regressions on `Audit-ready portfolio evidence` — memo `511505 [168]`

Lesson 168: Audit-ready portfolio evidence

Focus

Assume an auditor replays your claims; narrate checkpoints aloud. Token Audit-ready portfolio evidence:168 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Ops review capsule

Pilot L-168 checkpoint
- Grounding accuracy Δ `0.76`
- Escalation rate Δ `0.068`
- Spend guardrail `$1071/day`
Risk: Index lag breached SLA
Owner: Applied

Practice

Practice Attach rollback steps if cost-per-request crosses your guardrail. — 168 Bump 21.