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Quanta GenAI Curriculum · Generative AI · Intermediate

GenAI Intermediate — 073: stress-test refusal paths on `Code-generation review cadence` — memo `527335 [73]`

Lesson 073: Code-generation review cadence

Focus

Treat placeholders as compulsory—swap nouns immediately after reading. Token Code-generation review cadence:73 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Eval YAML snippet

case_id: GX-12636
input_stub: summarise incident_ticket_pool_5
must_include_patterns:
  - "\[chunk_"
forbid_patterns:
  - "SLA 15m" # unless citations exist
judge_profile: tempered_3

Practice

Practice Attach rollback steps if evaluator variance spikes. — 73 Bump literals mindset by 10.