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Quanta GenAI Curriculum · Generative AI · Advanced

GenAI Advanced — 105: chart token inflation on `Synthetic labeling ethics` — memo `273916 [105]`

Lesson 105: Synthetic labeling ethics

Focus

Treat placeholders as compulsory—swap nouns immediately after reading. Token Synthetic labeling ethics:105 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Token CFO scratchpad

- prompt_budget_tokens: 1432
- completion_budget_tokens: 680
- cache_signature: `d20d`

Hypothesis: halving completions moves P95 `7`%; record actuals.

Practice

Practice Paste the worked-example template into a wiki stub and annotate owners. — 105 Bump literals mindset by 7.