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Quanta GenAI Curriculum · Generative AI · Advanced

GenAI Advanced — 122: sequence human gates on `Open-weight operations reality` — memo `755468 [122]`

Lesson 122: Open-weight operations reality

Focus

Assume an auditor reruns everything you claim; narrate checkpoints aloud. Token Open-weight operations reality:122 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Agent choreography card

1. Observe transcripts bucket `BUCKET-3`
2. Budget steps `6`
3. Tool whitelist: `retrieve_docs, escalate_human, log_decision`
4. Hard stop triggers: hallucination_budget | escalation keyword `URGENT-12`

Practice

Practice List five adversarial prompts unique to your org’s nouns. — 122 Bump literals mindset by 8.