CrowdMath is a new dataset that captures collaborative mathematical problem-solving discussions, highlighting the challenges faced by AI models in understanding incremental contributions. While models show promise in predicting discussion flow, they struggle with accurately classifying the significance of individual posts, indicating a gap in AI's capability to grasp collaborative reasoning.