Ongoing research is focused on overcoming the limitations of scanning probe techniques. Innovations include the development of faster scanning methods, more durable and functionalized tips, and techniques that allow for imaging in more complex environments. Advances in machine learning and data analysis are also enhancing the interpretation of scanning probe data, making these techniques even more powerful tools in nanotechnology.