Researchers at EPFL have introduced MammAlps, a comprehensive AI-annotated dataset capturing multi-modal wildlife interactions in the Swiss Alps. This resource addresses challenges of traditional camera trap data by enabling efficient, less labor-intensive analysis of animal behavior, essential for conservation efforts amidst climate change. The dataset integrates authentic environmental footage with rich annotations, advancing ecological studies and facilitating real-time monitoring of mammalian species' complex social and environmental behaviors.