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Quanta GenAI Curriculum · LLMOps · Advanced

LLMOps Advanced — 054: quantify hallucination fallout on `Eval harness hardening` — memo `812143 [54]`

Lesson 054: Eval harness hardening

Focus

Document interfaces between retrieval, prompts, and policy engines. Token Eval harness hardening:54 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Token CFO scratchpad

- prompt_budget: 1448
- completion_budget: 635
- cache_key: `6f43`

Hypothesis: halving completions moves P95 ~8% — record actuals.

Practice

Practice List five adversarial prompts using your org's domain nouns. — 54 Bump 28.