Fathom Radiant is building computer hardware to train neural networks at the human brain-scale and beyond. By combining the complementary strengths of optics and electronics, we have developed a revolutionary interconnect fabric that enables a flexible machine with the network capacity of a supercomputer and unprecedented scalability.