A growing number of AI companies are pivoting toward more affordable inference chips, such as Broadcom TPUs, instead of relying on Nvidia GPUs. This shift confirms that premium hardware is not essential for every AI workload. Theta EdgeCloud has been demonstrating this exact principle by successfully leveraging consumer GPUs.

https://www.msn.com/en-us/money/companies/nvidia-and-broadcom-will-go-head-to-head-how-the-ai-chips-battle-is-escalating/