What is NemoClaw? Nvidia’s open source stack explained


At Nvidia GTC, the recent global AI conference, Nvidia revealed its own open source stack.

Dubbed NemoClaw, Nvidia explains that the stack “simplifies running OpenClaw always-on assistants”, but what does that really mean? How do NemoClaw and OpenClaw really work together?

To help you understand, we explain everything we know about Nvidia’s NemoClaw including what it does, how you can access the feature and how it compares to OpenClaw. Keep reading to find out more about NemoClaw.

We’ve also put together a list of the best laptops and best gaming laptops too.

What is NemoClaw?

NemoClaw is an open source stack by Nvidia that adds privacy and security controls to OpenClaw and simplifies running OpenClaw’s always-on assistants. Currently available in early preview, NemoClaw enables anyone to run always-on, self-evolving agents “with one command”. 

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So, how does NemoClaw actually work? Nvidia explains that NemoClaw is the OpenClaw plugin for Nvidia OpenShell, and moves OpenClaw into a “sandboxed environment where every network request, file access, and inference call is governed by declarative policy”.

Essentially, NemoClaw utilises the Nvidia Agent Toolkit, which we’ll dive into more later, and install OpenShell to “enforce policy-based privacy and security guardrails” into OpenClaw. NemoClaw combines this security with open source models, such as Nvidia Nemotron, to make AI agent deployment simpler, more secure and more cost effective too.

Nvidia Agent Toolkit
Image Credit (Nvidia)

It’s also worth noting that NemoClaw uses any coding agent, and can tap open models that are running locally on the user’s system. Agents can then use frontier models running in the cloud. This combination of local and cloud models promises to provide a foundation for agents to “develop and learn new skills to complete tasks according to defined privacy and security guardrails”.

We touched upon the Nvidia Agent Toolkit, as NemoClaw uses its features to simplify running OpenClaw always-on assistants. 

Most notably for NemoClaw, the Nvidia Agent Toolkit includes Nemotron which is a family of open models, datasets and technologies for building agentic AI systems. According to Nvidia, Nemotron is designed for “advanced reasoning, coding, visual understanding, agentic tasks, safety, speech and informational retrieval”.

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There’s also OpenShell which gives autonomous agents the required access while enforcing security, network and privacy guardrails.

NemoClaw vs OpenClaw?

It might sound as if NemoClaw is a competitor to OpenClaw, however this isn’t the case. Instead, NemoClaw works with OpenClaw.

During GTC, Nvidia’s founder and CEO Jensen Huang praised OpenClaw and explained it “opened the next frontier of AI to everyone” and “brings people closer to AI”. So, NemoClaw was developed not to replace, but to optimise OpenClaw and add data privacy and security to autonomous agents. This, according to Nvidia, provides the “missing infrastructure layer beneath claws to give them the access they need to be productive, while enforcing policy-based security, network and privacy guardrails.”



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Staying safe in the winter months means being prepared for icy conditions, as winter weather sees a spike in vehicle pileups. It’s also about using the right kind of tires, which is where the 7-7 rule comes into play. This rule says that when the outside temperature drops below 7 degrees Celsius, or 45 degrees Fahrenheit, for 7 consecutive days, you should change your everyday tires to a winter model.

Extended cold snaps are a problem for regular seasonal tires because of how they’re designed. The rubber these tires contain becomes harder and less flexible in colder weather. When this happens, your tires’ ability to actually grip the road is reduced, which can become very dangerous in snow and ice. In contrast, winter tires are built with rubber that stays softer in cold temperatures, as well as deeper tread, which gives you better traction, and improved stopping ability. This means you have more control, which can ultimately keep you safer.

What makes winter tires ideal in cold temperatures can have the opposite effect in non-winter weather. This means that once the cold months have ended, you should switch back. If not, the tread on your winter tires will begin to wear down as the heat impacts the softer rubber. So, even with deep tread, your tires’ ability to properly grip the road can be impacted. If you’d rather not worry about the 7‑7 rule, you could use all-weather or all-terrain tires that work year-round instead.

Winter tire best practices

It’s important to safely store your everyday tires after they’ve been replaced by a winter set. If you’re storing them outside, Goodyear recommends protecting them in waterproof bags аnd kept off the ground. Otherwise, they should be indoors, in a cool and dry place, away from direct sunlight. If the tires are off the rim, they should be kept off the floor and stacked flat on top of each other. If the tires are on the rim, they can be stored the same way, or hung by the wheel on wall hooks.

When installing your snow tires, it’s best to use a full set. That’s because having only a pair of winter tires on the drive wheels could reduce your stability on the road. Additionally, if you’re using winter tires that don’t have the special mountain/snowflake symbol on the sidewall, you might want to consider getting new ones. The Three-Peak Mountain Snowflake symbol confirms that your tires meet industry standards for snow traction.

Even then, simply using the right tires isn’t enough, as you’ll need to check your air pressure regularly. Temperature drops can decrease tire pressure, causing you to lose your grip on the road. It can also cause uneven tread wear, which is why you should be monitoring tread depth regularly as well. Be sure to keep your tires properly rotated, and above all, be careful on the road. Winter tires can help keep you safe, but it’s up to you to drive cautiously.





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