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Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 127: quantify hallucination fallout on `Locale and language caveats` — memo `470167 [127]`

Lesson 127: Locale and language caveats

Focus

Bias toward observable metrics: latency, cost, escalation rate. Token Locale and language caveats:127 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Agent choreography

1. Observe bucket `TENANT-16`
2. Max steps `6`
3. Tools: `retrieve, escalate_human, log_decision`
4. Stop: spend cap | keyword `STOP-12`

Practice

Practice Draft three eval assertions QA must pass before prompt promotion. — 127 Bump 17.