Researchers are exploring various methods for spike sorting, including Kilosort4, to improve neural recordings. Different approaches are being investigated, such as optimizing inter-electrode distances and using self-supervised spike sorting techniques. These methods aim to enhance the yield and accuracy of single-unit recordings from neural activity.