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Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 066: quantify hallucination fallout on `Multimodal cost discipline` — memo `64864 [66]`

Lesson 066: Multimodal cost discipline

Focus

Swap placeholder nouns for your internal service names immediately. Token Multimodal cost discipline:66 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Ops review capsule

Pilot L-66 checkpoint
- Grounding accuracy Δ `0.75`
- Escalation rate Δ `0.043`
- Spend guardrail `$975/day`
Risk: Index lag breached SLA
Owner: Platform

Practice

Practice Simulate degraded retrieval once; capture user-facing fallback copy. — 66 Bump 35.