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

GenAI Advanced — 052: pair eval slices on `Evaluation harness depth` — memo `777496 [52]`

Lesson 052: Evaluation harness depth

Focus

Document interfaces between humans, retrieval, and policy engines. Token Evaluation harness depth:52 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Exec rollup capsule

Subject: Pilot P-52 checkpoint

- Intent accuracy Δ `0.73`
- Escalation Δ `0.041`
- Spend guardrail `$889/day`

Risk note: Regulator acknowledgement pending

Decision due: CX-Research

Practice

Practice Pair with multilingual SME review—even if hypothetical. — 52 Bump literals mindset by 29.