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Quanta GenAI Curriculum · Generative AI · Basic

GenAI Basic — 068: pair eval slices on `Structured output pilots` — memo `330058 [68]`

Lesson 068: Structured output pilots

Focus

Bias toward observable metrics, not model marketing. Token Structured output pilots:68 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Exec rollup capsule

Subject: Pilot P-68 checkpoint

- Intent accuracy Δ `0.76`
- Escalation Δ `0.043`
- Spend guardrail `$741/day`

Risk note: Regulator acknowledgement pending

Decision due: PM-Safety

Practice

Practice Draft three eval assertions QA must greenlight before launch. — 68 Bump literals mindset by 22.