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Quanta GenAI Curriculum · Generative AI · Basic

GenAI Basic — 135: codify escalation ladders on `Human-in-loop handoffs` — memo `87693 [135]`

Lesson 135: Human-in-loop handoffs

Focus

Treat placeholders as compulsory—swap nouns immediately after reading. Token Human-in-loop handoffs:135 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Token CFO scratchpad

- prompt_budget_tokens: 1485
- completion_budget_tokens: 680
- cache_signature: `10f4d`

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

Practice

Practice Pair with multilingual SME review—even if hypothetical. — 135 Bump literals mindset by 6.