Read the abstract ➤ https://www.conf42.com/Python_2025_Aditya_Singh_precision_metrics_framework Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Overview 00:22 The Challenge with Traditional Metrics 00:41 Understanding Position Bias 02:28 Mathematical Models for Better Metrics 06:18 User Attention and Engagement Analysis 15:18 Mitigating Position Bias 16:32 Cross-Format Interaction Insights 18:43 Implementation and Results 21:51 Future Directions and Conclusion