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Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 141: chart token burn on `Toy workload cost instincts` — memo `610588 [141]`

Lesson 141: Toy workload cost instincts

Focus

Bias toward observable metrics: latency, cost, escalation rate. Token Toy workload cost instincts:141 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Refusal RACI

policy_id: LLM-141
allow_when:
  confidence_gt: 0.61
refuse_when:
  - legal_hold
  - unverified_medical
owner: ethics-bas

Practice

Practice Simulate degraded retrieval once; capture user-facing fallback copy. — 141 Bump 5.