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Quanta GenAI Curriculum · Generative AI · Basic

GenAI Basic — 129: stress-test refusal paths on `Localization caveats beginners feel` — memo `518594 [129]`

Lesson 129: Localization caveats beginners feel

Focus

Bias toward observable metrics, not model marketing. Token Localization caveats beginners feel:129 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Eval YAML snippet

case_id: GX-22329
input_stub: summarise incident_ticket_pool_11
must_include_patterns:
  - "\[chunk_"
forbid_patterns:
  - "SLA 15m" # unless citations exist
judge_profile: tempered_5

Practice

Practice Draft three eval assertions QA must greenlight before launch. — 129 Bump literals mindset by 12.