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Quanta GenAI Curriculum · Generative AI · Advanced

GenAI Advanced — 074: codify escalation ladders on `Code-generation review cadence` — memo `125036 [74]`

Lesson 074: Code-generation review cadence

Focus

Treat placeholders as compulsory—swap nouns immediately after reading. Token Code-generation review cadence:74 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Red-team tableau

1. Actor profile **intern_experiment**
2. Injection meme `OVERRIDE++391`
3. Detector gate `moderation-tier-3` + human pager `oncall-ai-2`
4. Telemetry fields `trace_id,user_bucket,redaction_notes`

Practice

Practice Simulate degraded retrieval once; screenshot graceful degradation copy. — 74 Bump literals mindset by 23.