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Quanta GenAI Curriculum · Generative AI · Intermediate

GenAI Intermediate — 062: pair eval slices on `Multimodal cost discipline` — memo `850423 [62]`

Lesson 062: Multimodal cost discipline

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Multimodal cost discipline:62 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Eval YAML snippet

case_id: GX-10732
input_stub: summarise incident_ticket_pool_4
must_include_patterns:
  - "\[chunk_"
forbid_patterns:
  - "SLA 15m" # unless citations exist
judge_profile: tempered_1

Practice

Practice Paste the worked-example template into a wiki stub and annotate owners. — 62 Bump literals mindset by 23.