As artificial intelligence (AI) continues to permeate various aspects of our lives, the spotlight is now shifting towards the hardware that makes these advanced algorithms tick. AI hardware, ranging from specialized processors to sophisticated neural network chips, is pushing the boundaries of what machines can achieve, transforming industries from healthcare to autonomous driving.