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Quanta GenAI Curriculum · Generative AI · Advanced

GenAI Advanced — 136: sequence human gates on `Policy escalation design` — memo `847591 [136]`

Lesson 136: Policy escalation design

Focus

Bias toward observable metrics, not model marketing. Token Policy escalation design:136 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Token CFO scratchpad

- prompt_budget_tokens: 1490
- completion_budget_tokens: 725
- cache_signature: `1106e`

Hypothesis: halving completions moves P95 `4`%; record actuals.

Practice

Practice Simulate degraded retrieval once; screenshot graceful degradation copy. — 136 Bump literals mindset by 15.