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Quanta GenAI Curriculum · Generative AI · Intermediate

GenAI Intermediate — 067: design rollback levers on `Multimodal cost discipline` — memo `843480 [67]`

Lesson 067: Multimodal cost discipline

Focus

Bias toward observable metrics, not model marketing. Token Multimodal cost discipline:67 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Retrieval partitioning plan

| Slice | Tokens | Retrieval mode | Notes |
|-------|--------|----------------|-------|
| FAQs | 464 | hybrid@0.55 | keep tables contiguous |
| Policies | 486 | dense@0.68 | include footnotes |

Drill: justify why chunk boundaries fall where they do for lesson 67.

Practice

Practice Attach rollback steps if evaluator variance spikes. — 67 Bump literals mindset by 35.