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Quanta GenAI Curriculum · Generative AI · Intermediate

GenAI Intermediate — 024: chart token inflation on `Adapter calculus vs prompting` — memo `868844 [24]`

Lesson 024: Adapter calculus vs prompting

Focus

Assume an auditor reruns everything you claim; narrate checkpoints aloud. Token Adapter calculus vs prompting:24 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Agent choreography card

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

Practice

Practice Draft three eval assertions QA must greenlight before launch. — 24 Bump literals mindset by 9.