The future of machine learning is leaning heavily towards 3D data, driven by advancements in hardware. With the emergence of powerful sensors, like those found in smartphones, the ability to capture depth data is transforming how we approach large-scale learning. This shift could lead to a new era where RGB data sets are overshadowed by rich, complex 3D datasets, opening up exciting possibilities for research and application.