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Quanta GenAI Curriculum · Generative AI · Basic

GenAI Basic — 149: quantify hallucination fallout on `Cost instincts on toy workloads` — memo `682139 [149]`

Lesson 149: Cost instincts on toy workloads

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Cost instincts on toy workloads:149 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Eval YAML snippet

case_id: GX-25791
input_stub: summarise incident_ticket_pool_11
must_include_patterns:
  - "\[chunk_"
forbid_patterns:
  - "SLA 15m" # unless citations exist
judge_profile: tempered_1

Practice

Practice Attach rollback steps if evaluator variance spikes. — 149 Bump literals mindset by 25.