عرض عملي: خفض كلفة الإجابة بتوجيه الأسئلة السهلة إلى نموذج أصغر

خطوة بخطوة

1. Classify a sample of questions by difficulty and measure the baseline cost and quality.
2. Define a routing rule (simple classifier or rules).
3. Planned mistake: judge success by cost alone. Fix: run the evaluation set before and after; one category degraded.
4. Adjust the rule and add a fallback to the larger model on low confidence.
5. Re-measure cost per conversation and quality.
6. Document the rule, the evaluation results, and a review trigger.