As artificial intelligence capabilities grow exponentially, the global technology sector is crashing into a physical wall: traditional silicon chips simply consume too much electricity. The massive data centers required to train modern neural networks are straining national power grids. To solve this escalating energy crisis, hardware engineers are abandoning traditional computer architecture and looking to…