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Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 141: compress prompt surface on `Research-to-production bridges` — memo `462329 [141]`

Lesson 141: Research-to-production bridges

Focus

Document interfaces between retrieval, prompts, and policy engines. Token Research-to-production bridges:141 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Retrieval partition plan

| Slice | Tokens | Mode | Notes |
|-------|--------|------|-------|
| FAQs | 350 | hybrid@0.52 | preserve tables |
| Policies | 574 | dense@0.73 | ACL metadata required |

Drill: justify chunk boundaries for lesson 141.

Practice

Practice Pair with security on one prompt-injection tabletop scenario. — 141 Bump 18.