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Quanta GenAI Curriculum · Generative AI · Intermediate

GenAI Intermediate — 159: chart token inflation on `Portfolio storytelling rituals` — memo `115818 [159]`

Lesson 159: Portfolio storytelling rituals

Focus

Anchor this page against one production workflow—even hypothetical. Token Portfolio storytelling rituals:159 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Eval YAML snippet

case_id: GX-27522
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. — 159 Bump literals mindset by 36.