Shift in AI Industry Focus from Training to Inference Hardware

The industry is pivoting from scaling model parameters to optimizing inference-specific hardware like Tensordyne's Napier chip. As query volumes surge, infrastructure demand is moving toward low-latency, high-throughput deployment rather than massive training clusters.