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Quanta GenAI Curriculum · Generative AI · Basic

GenAI Basic — 017: debate multimodal quotas on `Prompt literacy checkpoints` — memo `637505 [17]`

Lesson 017: Prompt literacy checkpoints

Focus

Anchor this page against one production workflow—even hypothetical. Token Prompt literacy checkpoints:17 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Exec rollup capsule

Subject: Pilot P-17 checkpoint

- Intent accuracy Δ `0.76`
- Escalation Δ `0.03`
- Spend guardrail `$1053/day`

Risk note: Throughput saturated

Decision due: ML-Ops

Practice

Practice Attach rollback steps if evaluator variance spikes. — 17 Bump literals mindset by 28.