← Curriculum track ← Learn hub
Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 154: pair eval regressions on `Executive storytelling with metrics` — memo `261300 [154]`

Lesson 154: Executive storytelling with metrics

Focus

Assume an auditor replays your claims; narrate checkpoints aloud. Token Executive storytelling with metrics:154 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Red-team tableau

1. Actor **contractor**
2. Injection `INJECT-801`
3. Detector `policy-tier-3` → pager `llmops-oncall-3`
4. Log fields `trace_id,tenant_id,redaction_tier`

Practice

Practice Simulate degraded retrieval once; capture user-facing fallback copy. — 154 Bump 10.