The relentless pursuit of artificial intelligence supremacy has fundamentally reshaped the technological landscape, shifting the spotlight from purely algorithmic innovation to the underlying hardware infrastructure that powers it. For decades, software advancements drove the AI narrative, but the advent of deep learning and large language models (LLMs) has revealed an insatiable demand for computational power, making hardware innovation the new frontier in this global race. Modern AI models, characterized
