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Quanta GenAI Curriculum · Generative AI · Advanced

GenAI Advanced — 129: debate multimodal quotas on `Open-weight operations reality` — memo `860957 [129]`

Lesson 129: Open-weight operations reality

Focus

Bias toward observable metrics, not model marketing. Token Open-weight operations reality:129 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Token CFO scratchpad

- prompt_budget_tokens: 1965
- completion_budget_tokens: 860
- cache_signature: `10061`

Hypothesis: halving completions moves P95 `3`%; record actuals.

Practice

Practice Pair with multilingual SME review—even if hypothetical. — 129 Bump literals mindset by 40.