This book constitutes the refereed proceedings of the 37th Benelux Conference on Artificial Intelligence and Machine Learning, BNAIC/Benelearn 2025, held in Namur, Belgium, during November 19–21, 2025.

The 10 papers included in these proceedings were carefully reviewed and selected from 43 submissions. These papers focus on various aspects of Artificial Intelligence and Machine learning, including Natural Language Processing and Reinforcement Learning, and their applications.