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Quanta GenAI Curriculum · Generative AI · Basic

GenAI Basic — 125: debate multimodal quotas on `Localization caveats beginners feel` — memo `372196 [125]`

Lesson 125: Localization caveats beginners feel

Focus

Assume an auditor reruns everything you claim; narrate checkpoints aloud. Token Localization caveats beginners feel:125 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Token CFO scratchpad

- prompt_budget_tokens: 1352
- completion_budget_tokens: 680
- cache_signature: `fa20`

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

Practice

Practice List five adversarial prompts unique to your org’s nouns. — 125 Bump literals mindset by 16.