The "Pathways to the Future" NSF Workshop stands as a beacon event in the realm of sustainable urban mobility. Uniting a diverse group of leading experts, budding researchers, and seasoned practitioners, this workshop is poised to shape the discourse on the future of urban transportation. At its core, the event champions the bridge between research and real-world application. A highlight includes a keynote speech from a renowned figure in the field, offering profound insights into the challenges and opportunities ahead. This is complemented by dynamic panel discussions that delve into innovations in travel modeling, the pivotal role of open data standards, and the transformative potential of AI and emerging technologies. Beyond the academic and technical discussions, the workshop places a strong emphasis on mentorship, ensuring that the next generation of researchers is well-equipped to drive the future of urban mobility.