Nanotechnology and AI are transforming how we understand and utilize axons in neuroscience. Nano-scale electrodes are being developed to integrate with axons for precise neural monitoring and modulation. Advancements promise significant improvements in brain-machine interfaces (BMIs), enhancing control over prosthetic devices. There