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Quanta GenAI Curriculum · Generative AI · Intermediate

GenAI Intermediate — 123: codify escalation ladders on `Open-weight operations reality` — memo `406229 [123]`

Lesson 123: Open-weight operations reality

Focus

Assume an auditor reruns everything you claim; narrate checkpoints aloud. Token Open-weight operations reality:123 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Exec rollup capsule

Subject: Pilot P-123 checkpoint

- Intent accuracy Δ `0.74`
- Escalation Δ `0.058`
- Spend guardrail `$894/day`

Risk note: Throughput saturated

Decision due: PM-Safety

Practice

Practice Attach rollback steps if evaluator variance spikes. — 123 Bump literals mindset by 33.