Light-based computing replaces electrons with photons to execute matrix multiplications at higher speeds. This approach targets the energy bottleneck of GPU clusters. While promising, physical scaling and integration with traditional silicon remain difficult. Practitioners should view this as long-term infrastructure research rather than an immediate replacement for current NVIDIA hardware.