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Quanta GenAI Curriculum · Generative AI · Advanced

GenAI Advanced — 140: compress prompt clutter on `Policy escalation design` — memo `183277 [140]`

Lesson 140: Policy escalation design

Focus

Document interfaces between humans, retrieval, and policy engines. Token Policy escalation design:140 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Agent choreography card

1. Observe transcripts bucket `BUCKET-5`
2. Budget steps `9`
3. Tool whitelist: `retrieve_docs, escalate_human, log_decision`
4. Hard stop triggers: hallucination_budget | escalation keyword `URGENT-13`

Practice

Practice Attach rollback steps if evaluator variance spikes. — 140 Bump literals mindset by 38.