GM. This is Milk Road AI, where we track who's funding, building, and owning the AI stack.
Here’s what we’ve got for you today:
- ✍️ Welcome to the age of atoms.
- 🎙️ The Milk Road AI Show: AI Is Where the Internet Was in the Early 2000s w/ Puru Saxena.
- 🍪 Nvidia introduced NemoClaw.
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THE COMEBACK NOBODY SAW COMING
There is a famous scene in Gladiator.
Maximus is the most powerful general in Rome. He has the love of the Emperor and the loyalty of every soldier under his command.
Then, in one afternoon, he loses all of it.
He is stripped of his rank, his family is murdered, then he is sold into slavery and thrown into an arena to die.
And for years, he disappears, nobody hears from him, and the people who took everything from him assume he is gone.
But he was far from gone, he was rebuilding.

This is exactly what Travis Kalanick has been doing for the last eight years.
In 2017, he was one of the most powerful CEOs in Silicon Valley, building Uber from a limo app into a nearly $70B company.
And then, in the span of a single summer, he lost it all due to a shareholder revolt, a scandal, and a resignation letter signed under duress.
What makes it even darker is that the investors delivered their resignation demand while Kalanick was still grieving, his mother had been killed in a boating accident just weeks before, and his father barely survived the same crash.
He wrote about it himself later: "I bled, but I did not perish. I got back up and fought my way back into the arena, back to my calling. Back to building."
The tech world wrote him off and moved on, but he wasn’t gone, he was in a warehouse in Pittsburgh, quietly building robots.
And almost nobody saw what came next.
While you were watching the AI arms race play out on TechCrunch, Kalanick was running a company called City Storage Systems.
Employees were reportedly prohibited from mentioning it on their LinkedIn profiles.
For eight years, he built in total darkness, and on the surface, CSS looked like a real estate play.
They bought distressed warehouses, vacant gas stations, and empty urban buildings, and converted them into ghost kitchens under the CloudKitchens brand (owned by City Storage Systems).
A boring infrastructure business, nothing to see here except that wasn't really what he was building.
Buried inside CSS was a robotics division called Lab37, operating out of Pittsburgh, staffed with Carnegie Mellon engineers building food automation machines.

CloudKitchens looked like a ghost kitchen company, but it was really a live R&D lab disguised as a real estate business.
Here is how it worked.
Instead of opening a restaurant with a dining room, a storefront, and a lease on a busy street, CloudKitchens lets you rent a single commercial kitchen inside a shared facility.
Your food goes straight onto DoorDash and Uber Eats, which means lower overhead, faster setup, same burger.
For Kalanick, that was never really the point.
What he actually had was a network of thousands of real commercial kitchens across 30 countries, processing millions of real food orders every single day.
A live, at-scale operating environment where he could quietly develop, test, and deploy food automation technology in the real world.
The kitchens were the laboratory, the restaurant tenants were unknowingly funding the research, and every order generated messy, real-world operational data you simply cannot manufacture in a lab.
He was running an eight-year science experiment, and the product is now called Atoms.
And that is where this story takes a turn.
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THE COMEBACK NOBODY SAW COMING (P2)
Last week, Kalanick published a 1,700-word manifesto and appeared on a podcast to announce the rebrand. The thesis is genuinely fascinating.
His argument is simple.
Software has automated the world of bits (digital data and information): information, language, math, and money.
The next unlock is automating the world of atoms, the physical stuff.
Manufacturing handles atoms the way CPUs handle bits, real estate stores atoms the way data centers store bits, and transport moves atoms the way networks move bits.
As he put it: “Software has automated tasks of language and math, but the complete automation of the physical world remains largely untouched territory, the principal unlock to the next era of progress and abundance.”
And then he said something that should stop you in your tracks:
"Everything in our world, in our cities, in our civilization, looks around you is mined or grown. Manufactured and moved."
Look around wherever you are right now. Every surface, every object, every piece of infrastructure. Grown or mined, and almost none of it is automated yet.
In other words, everyone is busy building smarter chatbots while Kalanick wants to build robots that do the actual work.
He calls them "gainfully employed robots", specialized machines with productive jobs that bring abundance to their owners and to society.
Not robots doing backflips at a trade show, or robots that clock in, do the work, and make money
And this is how that vision turns into a business.
Atoms are organized into three divisions:
First, Atoms Food: CloudKitchens plus Lab37’s Bowl Builder, a fully automated food assembly system producing 200 meals per hour with zero human involvement.
It is already running a commercial restaurant generating ~$2M annually, with Otter embedded in ~18% of all U.S. food delivery orders.
Second, Atoms Mining: Anchored by the pending acquisition of Pronto, an autonomous vehicle startup founded by Anthony Levandowski, the same engineer at the center of Uber’s self-driving lawsuit with Google.
Pronto builds self-driving systems for mining trucks that work with different manufacturers, and they already have a deal to deploy 100+ autonomous trucks with Heidelberg Materials.

Third, Atoms Transport: A modular “wheelbase for robots”, a hardware and software base adaptable across industrial vehicles.
Plus, a reportedly Uber-backed self-driving venture, showing Kalanick is once again leaning into autonomy.

The case against humanoid robots
Here is the thing about the current robotics gold rush that everyone seems to misunderstand.
The humanoid robot companies are valued as if they've already won.
Figure AI just raised at a $39B valuation.
For context, Goldman Sachs projects the entire humanoid robot market to be worth roughly $38B by 2035.

And don’t even get me started on Tesla’s valuation.
Figure is currently valued at more than the total projected 2035 market for the thing it sells, and that is a lot of faith in a lot of robots that do not yet exist at scale.
Meanwhile, Tesla Optimus is trying to hit a $30,000 price point for a general-purpose humanoid.
Everybody is racing to build a robot that can do everything, but Kalanick is betting on the opposite.
He put it perfectly in the manifesto: "To humanoid or not to humanoid, that is the question."
His answer? It depends on the job.
A robotic housekeeper needs to vacuum, fold clothes, clean toilets, and navigate stairs, which is a humanoid's job.
But what if you needed to make 1,000 pancakes an hour? A humanoid would be the worst possible tool for that.
What you need is a precision machine, purpose-built, ultra-fast, designed around the task, not around a human body.
Don’t build a robot that can do everything, build one that does a specific task in a specific environment so reliably and cheaply that the economics become impossible to ignore.
A Bowl Builder in a ghost kitchen doesn't need to navigate stairs, open doors, or make coffee.
It just needs to assemble the same bowl 200 times an hour, every hour, without getting tired or filing an HR complaint.
That is a solvable problem and a profitable one.
The global industrial robotics market is projected to hit somewhere between $93B and $344B by 2035 (the spread is wide, pick your favorite analyst).
Mining automation alone is expanding fast, driven by one blunt reality: a miner is more than three times as likely to be killed on the job as the average American worker.
The regulatory and economic pressure to automate is not subtle.
And while the rest of the industry spent the last decade arguing about which humanoid looked coolest on stage, someone had to actually go build the solution.
And Kalanick has been quietly building the solution for eight years.
Most people came back from 2017 with a podcast.
He came back with a company operating in 30 countries, a food robot already generating real revenue, and an autonomous mining acquisition closing as we speak.
Love him or hate him, you have to respect the discipline.
Most CEOs can barely survive one bad quarter, meanwhile, Kalanick survived a full public execution and spent eight years building in silence.
The man spent eight years in the arena, building.
Maximus eventually made it back to Rome, and you remember how that story ended for the people who thought he was gone.
Alright, that's it for this edition of Milk Road AI. We want to hear from you.
Is Atoms the real deal or another Kalanick hype machine?
- Gladiator: He’s back. Physical AI is underrated.
- Skeptic: CloudKitchens struggled. Same Travis.
- Watching: Show me scale first.

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The Pentagon is building alternatives to replace Anthropic’s AI after their fallout. The move follows disputes over military use and its supply-chain risk label.
Google is building dedicated power for data centers, including a 2.7 GW deal in Michigan. The plan combines solar, storage, and clean energy to meet AI demand.
Nvidia introduced NemoClaw, a secure enterprise version of the OpenClaw AI agent framework. The platform aims to help companies deploy agents with better security and control.
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