Nullmax, a pioneer in autonomous driving and embodied AI, has put forward the Machine Learning First (MLF) strategy to drive the development of smarter and more efficient autonomous systems. By leveraging machine learning technologies, Nullmax aims to address challenges and optimize performance, replacing traditional rule-based algorithms. This approach allows for large-scale, rapid deployment and continual improvement through data-driven learning.