The overarching goal of this workshop is to gather researchers, students, and advocates at the intersection of accessibility, computer vision, and autonomous systems. Building upon the success of the previous CVPR workshop (with cross-disciplinary talks, posters, and challenges), this iteration will focus on addressing the lack of shared development tools and vision-based benchmarks for accessibility systems. The workshop will feature a multimodal challenge with synthetic and real-world benchmarks. By fostering discussion and actively engaging people with disabilities, the workshop aims to build a stronger community for accessibility research within computer vision, uncover research opportunities, and encourage the development of more effective and usable real-world visual reasoning models.