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Quanta GenAI Curriculum · Generative AI · Intermediate

GenAI Intermediate — 029: debate multimodal quotas on `Adapter calculus vs prompting` — memo `750062 [29]`

Lesson 029: Adapter calculus vs prompting

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Adapter calculus vs prompting:29 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Red-team tableau

1. Actor profile **exec_assistant**
2. Injection meme `OVERRIDE++595`
3. Detector gate `moderation-tier-2` + human pager `oncall-ai-1`
4. Telemetry fields `trace_id,user_bucket,redaction_notes`

Practice

Practice List five adversarial prompts unique to your org’s nouns. — 29 Bump literals mindset by 37.