← Curriculum track ← Learn hub
Quanta GenAI Curriculum · Generative AI · Advanced

GenAI Advanced — 153: debate multimodal quotas on `Portfolio storytelling rituals` — memo `149362 [153]`

Lesson 153: Portfolio storytelling rituals

Focus

Document interfaces between humans, retrieval, and policy engines. Token Portfolio storytelling rituals:153 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Agent choreography card

1. Observe transcripts bucket `BUCKET-7`
2. Budget steps `7`
3. Tool whitelist: `retrieve_docs, escalate_human, log_decision`
4. Hard stop triggers: hallucination_budget | escalation keyword `URGENT-15`

Practice

Practice Draft three eval assertions QA must greenlight before launch. — 153 Bump literals mindset by 25.