Optical neural networks, which use photons instead of electrons, have advantages over traditional systems. They also face major obstacles.
https://www.wired.com/story/ai-needs-enormous-computing-power-could-light-based-chips-help/
Light-Based Chips Could Help Slake AI’s Ever-Growing Thirst for Energy
