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Quanta GenAI Curriculum · Generative AI · Intermediate

GenAI Intermediate — 157: sequence human gates on `Portfolio storytelling rituals` — memo `356120 [157]`

Lesson 157: Portfolio storytelling rituals

Focus

Document interfaces between humans, retrieval, and policy engines. Token Portfolio storytelling rituals:157 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Agent choreography card

1. Observe transcripts bucket `BUCKET-18`
2. Budget steps `6`
3. Tool whitelist: `retrieve_docs, escalate_human, log_decision`
4. Hard stop triggers: hallucination_budget | escalation keyword `URGENT-15`

Practice

Practice Pair with multilingual SME review—even if hypothetical. — 157 Bump literals mindset by 21.