Nvidia chips are heading to the Moon on a robot rover

Key points

• Lunar Outpost, a robotics startup, announced Thursday that its next Moon rover will use Nvidia Jetson chips to control its LiDAR (laser-based sensor) system.
• If successful, these will be the first GPUs (the specialised chips that power AI processing) to operate on the lunar surface.
• Nvidia has separately partnered with Firefly Aerospace, the first private company to land a robot safely on the Moon, to run Jetson chips on a lunar-orbiting satellite.
• Two Lunar Outpost rover missions are each expected to launch on a SpaceX Falcon 9 rocket before the end of 2025.
• A larger crewed rover called Pegasus is targeting a 2028 Moon landing, but depends on a Blue Origin rocket that suffered an anomaly this summer.

A small AI chip could soon be sitting on the Moon's surface, far from the nearest data centre.

Lunar Outpost, a startup building robotic vehicles for space, announced Thursday that its next Moon rover will carry an Nvidia Jetson processor. The Jetson is a compact, low-power chip designed to let robots process sensor data on the spot, without sending it back to Earth. On a Moon rover, that speed is everything.

Why send an AI chip to the Moon?

Rovers need to think for themselves. Radio signals between Earth and the Moon take more than a second each way, so a robot that has to phone home before making a decision moves dangerously slowly across rocky, crater-pocked terrain.

The Jetson runs what engineers call a "physical AI" layer: software that reads the rover's sensors and works out how to move through an unfamiliar environment without a human directing every step. CEO Justin Cyrus described combining that flexible AI reasoning with older, rigid rule-based systems the company has trusted for years.

"Our autonomy stack was a bit more deterministic five years ago, and now it's a combination of deterministic and physical AI, which is pretty fun," Cyrus told TechCrunch AI.

We covered Nvidia's push to put similar reasoning into ground-based robots just weeks ago; this announcement shows how quickly that same hardware ambition has turned skyward.

What are the two missions actually doing?

One rover rides aboard a lander built by Intuitive Machines, carrying scientific sensors into craters that satellites can't easily see from orbit. Reiner Gamma is the destination for the follow-on mission, a patch of the lunar surface where an unusual magnetic field has puzzled scientists for decades. Both launches are scheduled on Falcon 9 rockets before year's end.

Nvidia also announced a deal with Firefly Aerospace to put Jetson chips on a satellite orbiting the Moon, processing images to help scientists map the surface and track the rising number of robots working there.

Is running a GPU on the Moon actually hard?

Very. Most AI chips operating in space sit in low Earth orbit, where the planet's magnetic field blocks much of the radiation arriving from the sun and deep space. The Moon has no such protection.

Temperatures on the lunar surface swing by hundreds of degrees across the Moon's roughly month-long day-and-night cycle. Chips built for warehouses and research labs weren't designed for any of that. "Your system has to survive lunar night and has to do so on very low power," Cyrus told TechCrunch AI.

Lunar Outpost is comparing the Jetson against its existing flight-rated hardware to see which holds up. That's not a settled question yet, and the answer matters a great deal: if the Jetson can't survive the cold, the whole autonomy case collapses.

Should you worry about the 2028 crewed rover?

The company's larger Pegasus rover, designed to carry astronauts, is waiting on a Blue Origin rocket that suffered a launch-pad anomaly this summer. Cyrus said he's cautiously optimistic the 2028 timeline holds, though he was careful to note he can't speak to Blue Origin's or NASA's schedules.

If the Jetson chips survive both upcoming rover missions intact, expect more capable AI hardware on future lunar vehicles. NASA's long-term plan for a sustained human presence on the Moon depends on autonomous robots doing the groundwork first, and right now, both that robotic workforce and the crewed missions behind it are waiting on the same thing: a bigger rocket.