adtestbench Higgsfield

AI news · Nvidia · GTC Berlin

Nvidia packs AI data centres into containers and fences in agents

At GTC Berlin, Nvidia showed factory-built AI data centres that it says can go live at a prepared site in as little as 14 days, plus a blueprint that confines AI agents in hardware.

By Alexandre S. , 01:30 UTC

Nvidia used its GTC Berlin keynote on Wednesday 21 October 2026 to sell two blueprints, one for building AI data centres faster and one for keeping AI agents in line.

Retro-futurist illustration: a striped sunset over a grid horizon under a starry sky, with a microchip standing on the horizon.
Drawn by adtestbench from “NVIDIA Introduces DSX POD AI Factories to Accelerate Europe's Infrastructure Deployment”,

The first, DSX POD, moves most of the building work into a factory. Partners fit an entire AI data centre into shipping-style containers and check it before it leaves; on a prepared site, it only needs hooking up to power and cooling. Nvidia says that takes set-up down to as little as 14 days, from six months. Vertiv, Schneider Electric, Lenovo, HPE and Dell are among the partners, and the first units ship in early 2027.

The second, the OpenShell Reference Architecture, is available now. An AI agent runs in a sandbox, a sealed-off space, while a BlueField-4 networking chip running Nvidia’s Sentry software watches it from outside. If the agent tries to step beyond its permitted boundary, Sentry isolates it within milliseconds, Nvidia says. Jensen Huang put it as agents that “think on Rubin, act on Vera and be governed on BlueField”. The design needs Nvidia hardware throughout, and banks BBVA and Santander are studying it, The Register reports.

Forrester analyst Paul Miller says Nvidia has invested almost $10 billion in Europe over the past year, SiliconANGLE reports.

Nvidia now sells the rules that fence in AI agents alongside the chips that run them.