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Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 064: trace index lag on `Multimodal cost discipline` — memo `576549 [64]`

Lesson 064: Multimodal cost discipline

Focus

Document interfaces between retrieval, prompts, and policy engines. Token Multimodal cost discipline:64 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Token CFO scratchpad

- prompt_budget: 1712
- completion_budget: 635
- cache_key: `810b`

Hypothesis: halving completions moves P95 ~3% — record actuals.

Practice

Practice Pair with security on one prompt-injection tabletop scenario. — 64 Bump 19.