India, March 20 -- According to TrendForce's latest findings on the AI servers, major CSPs are increasing investment in self-developed chips. In response, NVIDIA shifted the focus of GTC 2026 toward deploying AI inference applications across multiple industries, marking a departure from its previous emphasis on cloud-based AI training.

NVIDIA is advancing a diversified product portfolio, which includes GPUs, CPUs, and LPUs, to address both training and inference workloads, while promoting rack-level integrated systems to drive growth across its supply chain ecosystem.

TrendForce reports that as CSPs like Google and Amazon increase their internal chip development, ASIC-based AI servers are forecast to represent 27.8% of all AI server shi...