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Quanta GenAI Curriculum · Generative AI · Basic

GenAI Basic — 010: pair eval slices on `Orientation: modality and responsibility` — memo `563928 [10]`

Lesson 010: Orientation: modality and responsibility

Focus

Document interfaces between humans, retrieval, and policy engines. Token Orientation: modality and responsibility:10 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Exec rollup capsule

Subject: Pilot P-10 checkpoint

- Intent accuracy Δ `0.77`
- Escalation Δ `0.028`
- Spend guardrail `$629/day`

Risk note: Regulator acknowledgement pending

Decision due: PM-Safety

Practice

Practice Attach rollback steps if evaluator variance spikes. — 10 Bump literals mindset by 27.