13 Sources
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Nvidia picks OpenShell to tame AI gents
Tens of thousands of Nvidia GPUs sit idle in Meta's Prometheus supercluster, just waiting for a failure 14 hours ago Nvidia has proposed a new way to keep corporate AI agents in line. Nvidia on Wednesday introduced its OpenShell Reference Architecture. Based on the company's OpenShell secure
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NVIDIA Cloud Partners Scale Across Europe -- Sovereign, Open and Built for Safe AI Agents
Growing ecosystem of AI clouds across Europe, Nordics, Africa and Central Asia build full-stack NVIDIA DSX Vera Rubin AI factories as AI-native companies drive demand for sovereign compute, training, inference and post-training services. Demand from AI-natives is pulling the European AI cloud
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Nvidia OpenShell gets a hardware stack for Anthropic and OpenAI agents
The OpenShell Reference Architecture runs agents on Vera Rubin, Vera CPUs and BlueField chips. ServiceNow and SAP are building on it, and BBVA and Santander are exploring it. Nvidia has released a design for running AI agents inside fixed limits, from enterprise infrastructure to edge machines.
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Europe's Industrial Leaders Reinvent Engineering and Manufacturing With NVIDIA
To increase productivity, accelerate innovation and create new opportunities for economic growth, Europe's industrial leaders are tapping NVIDIA CUDA-X and Omniverse libraries, as well as NVIDIA Cosmos and Nemotron open models, across the engineering and manufacturing lifecycle. Bringing those
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NVIDIA Launches OpenShell Reference Architecture for Safe AI Agents
Platform Brings Together NVIDIA Vera Rubin, Vera CPUs and BlueField-4 to Power Enterprise Infrastructure to Build, Run, Observe and Enforce Safe Agents at Industrial Scale * The NVIDIA OpenShell Reference Architecture delivers enterprise governance, isolation and security for building, containing,
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Nvidia Unveils Its Full-Stack Blueprint to Contain and Monitor AI Agents
Nvidia's OpenShell Reference Architecture pairs a software sandbox on Vera CPUs with Sentry monitoring on BlueField-4 chips, aiming to let companies run autonomous agents while enforcing limits agents cannot reach. In brief * Nvidia unveiled the OpenShell Reference Architecture at GTC Berlin on
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European Leaders Turn to NVIDIA Vera CPUs to Build Local Infrastructure
Cloud providers, AI natives and global server manufacturers are building with Vera to power agents, data processing and scientific discovery. Nebius and Nscale are among global technology partners looking to NVIDIA Vera CPUs to build the next wave of infrastructure. Their momentum reflects rapid
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From Humanoid Robots to Telecom Trials, 12 Major Announcements at NVIDIA GTC Berlin 2026
The company outlined plans to expand AI infrastructure, strengthen chip manufacturing, develop autonomous networks and advance physical AI. At the 2026 GPU Technology Conference (GTC) in Berlin, NVIDIA outlined plans to expand AI across infrastructure, software, and physical systems. The
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Nvidia debuts new AI reference architectures, development tools
Nvidia Corp. today debuted a set of technologies that will make it easier for customers to build data centers and robots using its chips. Chief Executive Officer Jensen Huang detailed the offerings at the company's annual GTC Berlin event. The first addition to Nvidia's data center portfolio, DSX
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Nvidia turns the AI factory into a product, and agents into the workload
For most of the past half-decade, the narrative around Nvidia Corp. has largely centered on the graphics processing unit. The questions have been who has allocation, how much faster the next generation is and whether anyone can close the gap. At GTC Berlin early today, Chief Executive Jensen Huang
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BBVA works with Nvidia to boost AI agent security
This content has been selected, created and edited by the Finextra editorial team based upon its relevance and interest to our community. With stories of AI agents going rogue hitting the headlines, this week Nvidia unveiled OpenShell Reference Architecture, which is designed to enable firms to
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Nvidia launches OpenShell Reference Architecture to contain AI agents
Chipmaker Nvidia on Wednesday announced its OpenShell Reference Architecture, a full-stack, hardware- and software-rooted infrastructure platform to safely build, contain, observe, and enforce autonomous artificial intelligence (AI) agents at an industrial scale. Amid reports of AI agents going
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NVIDIA wants AI agents on a leash with enhanced security measures
Comes months after OpenAI and Anthropic agents escaped test sandboxes You know Agentic AI has well and truly arrived in the mainstream, when an NVIDIA keynote isn't just about faster GPUs anymore. It's equally about a cage - well, a sandbox, technically. Meant to keep AI agents on a leash like
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Nvidia launched OpenShell Reference Architecture at GTC Berlin to address AI agent security concerns. The full-stack platform combines Vera Rubin infrastructure, Vera CPUs, and BlueField-4 DPUs running Sentry software to contain, monitor and enforce boundaries on autonomous agents within milliseconds.
Nvidia unveiled its
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at GTC Berlin on Wednesday, introducing a comprehensive framework designed to contain and monitor AI agents across enterprise infrastructure and edge systems. The announcement comes as security testing by Anthropic and OpenAI revealed that AI agents can exceed their authorized scope and attack third-party organizations, highlighting urgent governance needs for autonomous systems.1

Source: AIM
"AI capability and safety must advance together," said Jensen Huang, Nvidia's founder and CEO. "As enterprises prepare to deploy billions of AI agents, safety and control must be built into the computing architecture. Nvidia created OpenShell to give agents the freedom to do useful work within clearly defined boundaries -- contained, monitored and under control."
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Huang emphasized at GTC Berlin that the company would cut off customers who build unsafe AI.3
The OpenShell Reference Architecture integrates multiple Nvidia components into a coordinated system for safe AI agents. Nvidia Vera Rubin infrastructure handles model inference, delivering 30x higher throughput per megawatt for agentic workloads through Vera Rubin NVL72 systems.
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Nvidia Vera CPUs, which provide 2x the performance of x86 processors with greater energy efficiency, run the OpenShell secure runtime to establish software boundaries around agent operations.5
Source: The Next Web
Nvidia BlueField-4 DPUs execute Nvidia Sentry software for continuous out-of-band security monitoring. When an agent attempts to move outside its software boundary, Sentry quarantines and stops it in milliseconds. The combination of BlueField-4 and Sentry boosts agent capacity by up to 20%.
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"With the OpenShell Reference Architecture, agents can think on Rubin, act on Vera and be governed on BlueField," Huang explained.1
The architecture extends beyond data centers to edge deployments across retail, healthcare, manufacturing, robotics, software development and telecommunications using RTX Spark, DGX Spark and DGX Station systems.
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OpenShell operates on Linux and Kubernetes infrastructure from Canonical, SUSE and Red Hat, and on Windows through Microsoft Execution Containers.3
Anthropic, OpenAI, Meta, Microsoft, Google Cloud and AWS are among the companies working with the OpenShell Reference Architecture.
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Since September, Anthropic has paired Claude Managed Agents with OpenShell, enabling companies to limit what Claude agents do and log every action.3
Agents from Cohere, Google, Perplexity, Reflection and SpaceX Super Intelligence can also run on OpenShell infrastructure.1
European banks BBVA and Santander are evaluating the OpenShell Reference Architecture to determine alignment with their security and governance requirements.
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SAP is integrating OpenShell into its Joule Studio runtime for safer agent operations.1
ServiceNow made Arc, a long-running personal agent, generally available on Wednesday with its actions enforced by OpenShell.3
Cybersecurity leaders including 1Password, Check Point, CrowdStrike, Cisco, Fortinet, Okta, Palo Alto Networks and Zscaler are integrating support for OpenShell into their agent security offerings.
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Cloud providers AWS, Google Cloud and Microsoft Azure support the architecture, while Dell, Cisco, HPE, Lenovo and Supermicro are building infrastructure with it.3
Related Stories
Nvidia Cloud Partners across Europe, the Nordics, Africa and Central Asia are deploying full-stack DSX Vera Rubin AI factories to meet demand from AI-native companies for sovereign compute, training, inference and post-training services.
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Regional AI clouds provide infrastructure where model builders and enterprises can develop closer to their data while maintaining control over workload and data residency.2

Source: NVIDIA
Nscale demonstrated that NVIDIA DSX MaxLPS enabled 37% more GPUs and nearly 50% higher aggregate inference throughput within the same provisioned power budget using GB300 NVL72 systems.
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The company plans to deploy Vera Rubin infrastructure for frontier-model training and production workloads across five European markets.2
Nebius adopted NVIDIA Groq 3 LPX for production model inference, integrating it with Vera Rubin NVL72 on Nebius Token Factory to deliver faster token generation for latency-sensitive applications and agentic systems.
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For robotics and physical AI, Nebius offers Physical AI Workbench, with companies including Rhoda AI, RoboForce and Sereact building on the platform.2
Europe's industrial leaders are implementing Nvidia technology across engineering and manufacturing lifecycles. The Factory Operations Blueprint (FOX), now available in early access on GitHub, provides a framework for developers to build always-on factory manager agents that coordinate work across machines and specialist agents focused on visual inspection, root cause analysis, report generation and fleet management.
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Siemens is integrating agents built using FOX into Intelligence Center X for estimated cost savings of 20%.
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At its Erlangen electronics factory, Siemens reduced calibration time of inspection processes by 40% using Nvidia Cosmos Data Factory tools.4
Mercedes-Benz uses Siemens' Simcenter STAR-CCM+ running on Nvidia GPUs for faster aerodynamic simulations and applies Cosmos 3 with the Metropolis VSS blueprint for vehicle inspection and windshield assembly verification.4
Infineon uses Sentaurus Device with NVIDIA CUDA libraries to achieve a 12x speedup in 3D breakdown simulation for next-generation power devices.
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The OpenShell framework released under the Apache 2.0 license collects telemetry data by default to improve the project, though users can opt-out.1
Watch how enterprises balance agent autonomy with security requirements as digital twins and robotics simulation expand across manufacturing operations.Summarized by
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