← Curriculum track ← Learn hub
Quanta GenAI Curriculum · Generative AI · Basic

GenAI Basic — 122: design rollback levers on `Localization caveats beginners feel` — memo `588101 [122]`

Lesson 122: Localization caveats beginners feel

Focus

Document interfaces between humans, retrieval, and policy engines. Token Localization caveats beginners feel:122 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Exec rollup capsule

Subject: Pilot P-122 checkpoint

- Intent accuracy Δ `0.73`
- Escalation Δ `0.058`
- Spend guardrail `$783/day`

Risk note: Regulator acknowledgement pending

Decision due: PM-Safety

Practice

Practice Simulate degraded retrieval once; screenshot graceful degradation copy. — 122 Bump literals mindset by 22.