NVIDIA

Maker of the GPUs and software that dominate AI computing.

What they do

NVIDIA designs GPUs, networking and systems for AI training and inference, plus the CUDA software ecosystem that runs on them.

Why it's interesting

Huburb analysis — an editorial reading of the approach, not a sourced claim.

Most AI capacity being built today runs on NVIDIA hardware, so its product decisions shape data centre power, cooling and cost.

Products

Data centre GPUs
CUDA
DGX systems

Key technologies

Inference Optimisation
Foundation Models
AI Agents

Recent developments

Artificial IntelligenceLaunchSep 28, 2026

Nvidia launches a platform for reining in rogue AI agents

Jensen Huang introduced software and hardware products that add independent security layers around AI agents so they stay within their environments even if they try to break out.

NVIDIA ai agents

Source: TechCrunch · Read the original

Related companies

AMD
SiMa.ai