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Quanta GenAI Curriculum · Generative AI · Intermediate

GenAI Intermediate — 053: chart token inflation on `Evaluation harness depth` — memo `234990 [53]`

Lesson 053: Evaluation harness depth

Focus

Treat placeholders as compulsory—swap nouns immediately after reading. Token Evaluation harness depth:53 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Red-team tableau

1. Actor profile **exec_assistant**
2. Injection meme `OVERRIDE++605`
3. Detector gate `moderation-tier-1` + human pager `oncall-ai-3`
4. Telemetry fields `trace_id,user_bucket,redaction_notes`

Practice

Practice List five adversarial prompts unique to your org’s nouns. — 53 Bump literals mindset by 4.