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Quanta GenAI Curriculum · Generative AI · Basic

GenAI Basic — 069: chart token inflation on `Structured output pilots` — memo `744969 [69]`

Lesson 069: Structured output pilots

Focus

Anchor this page against one production workflow—even hypothetical. Token Structured output pilots:69 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Red-team tableau

1. Actor profile **exec_assistant**
2. Injection meme `OVERRIDE++150`
3. Detector gate `moderation-tier-2` + human pager `oncall-ai-2`
4. Telemetry fields `trace_id,user_bucket,redaction_notes`

Practice

Practice Draft three eval assertions QA must greenlight before launch. — 69 Bump literals mindset by 13.