The Hackathon seeks to inspire participants to develop innovative spoken language understanding systems utilizing Large Language Models, aligning with the theme of ASRU 2025. This fully online event welcomes global participation, ensuring inclusivity for those unable to attend the workshop in person. We encourage participants to have a computer accessible to follow the presenter's step-by-step instructions.