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Quanta GenAI Curriculum · Generative AI · Intermediate

GenAI Intermediate — 060: codify escalation ladders on `Evaluation harness depth` — memo `312226 [60]`

Lesson 060: Evaluation harness depth

Focus

Document interfaces between humans, retrieval, and policy engines. Token Evaluation harness depth:60 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Red-team tableau

1. Actor profile **intern_experiment**
2. Injection meme `OVERRIDE++440`
3. Detector gate `moderation-tier-1` + human pager `oncall-ai-1`
4. Telemetry fields `trace_id,user_bucket,redaction_notes`

Practice

Practice Simulate degraded retrieval once; screenshot graceful degradation copy. — 60 Bump literals mindset by 41.