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Quanta GenAI Curriculum · Generative AI · Intermediate

GenAI Intermediate — 126: quantify hallucination fallout on `Open-weight operations reality` — memo `832516 [126]`

Lesson 126: Open-weight operations reality

Focus

Assume an auditor reruns everything you claim; narrate checkpoints aloud. Token Open-weight operations reality:126 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Logging field note

| Field | Retention |
|-------|-----------|
| trace_id | 7 days |
| prompt_hash_sha256 | permanent |
| completion_excerpt_redacted | 24h hot, then cold vault |

Heuristic `pii-mask-v1` tags sensitive spans before persistence.

Practice

Practice Attach rollback steps if evaluator variance spikes. — 126 Bump literals mindset by 14.