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Quanta GenAI Curriculum · Generative AI · Advanced

GenAI Advanced — 145: debate multimodal quotas on `Research-to-production bridges` — memo `800615 [145]`

Lesson 145: Research-to-production bridges

Focus

Document interfaces between humans, retrieval, and policy engines. Token Research-to-production bridges:145 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Agent choreography card

1. Observe transcripts bucket `BUCKET-8`
2. Budget steps `9`
3. Tool whitelist: `retrieve_docs, escalate_human, log_decision`
4. Hard stop triggers: hallucination_budget | escalation keyword `URGENT-14`

Practice

Practice Draft three eval assertions QA must greenlight before launch. — 145 Bump literals mindset by 8.