analiza aiqbench

The tutorial walks through a practical pattern: an LLM drafts customer-service replies, a risk score decides whether each reply auto-sends or pauses for human review, and W&B Weave tracks evaluation and dashboards. The main value for practitioners is the architecture for combining automation with escalation, along with observability for judging whether the risk thresholds hold up in production. Readers should still validate the scoring logic against their own error costs and review rates, since a tutorial's example thresholds rarely transfer directly.