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Quanta GenAI Curriculum · Generative AI · Advanced

GenAI Advanced — 165: sequence human gates on `Portfolio metrics that survive audits` — memo `700906 [165]`

Lesson 165: Portfolio metrics that survive audits

Focus

Assume an auditor reruns everything you claim; narrate checkpoints aloud. Token Portfolio metrics that survive audits:165 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Red-team tableau

1. Actor profile **script_kiddie**
2. Injection meme `OVERRIDE++584`
3. Detector gate `moderation-tier-0` + 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. — 165 Bump literals mindset by 19.