Oct 27, 2026 · 2h 11m
AI reshapes factories, finance, and the infrastructure trade
Anduril Laptop, DoorDash + Instacart, Gavin Baker Joins | Miles Arnone, Rahul Sengottuvelu
The episode connects reshoring, enterprise software, compute markets, and AI-enabled science to a broader question about who captures the technology’s economic gains.
- 1American industrial revival depends on rebuilding specialized supply chains, from drone motors and magnets to robotics.
- 2Enterprise AI is moving from experiments toward shared coding tools embedded in finance and operational workflows.
- 3Tight compute markets and expanding AI infrastructure are redirecting capital toward capacity, biology, and industrial systems.
Don't miss
Gavin Baker explains how tightening GPU markets, spot pricing, and forward contracts are changing the economics of AI infrastructure.
The brief
Anduril’s American-made laptop prompts a broader reckoning with the history of U.S. computer manufacturing, offshoring, and the difficulty of rebuilding production capacity.
OpenAI’s mathematical discoveries lead to a sharper question: which breakthroughs get shared publicly, and which advances in biology, materials, and cybersecurity remain commercially guarded?
Anthropic’s governance structure, China’s AI market, autonomous vehicles, and Harley-Davidson’s electric motorcycle struggle show how technology adoption depends on institutions, culture, and capital—not capability alone.
Miles Arnone describes Rebuild’s strategy for restoring industrial capacity by acquiring and incubating manufacturers tied to drone motors, rare-earth magnets, robotics, and resilient supply chains.
Rahul Sengottuvelu and Gavin Baker shift the focus to enterprise adoption and compute economics, from collaborative coding agents and CFO software to GPU pricing and infrastructure investment.
The episode closes on responsible optimism: AI may reshape ordinary work and ownership, but its benefits will depend on how broadly the resulting wealth and capacity are distributed.
What was said on this episode
50 statements · 32 positive · 11 negative · 3 mixed · 4 neutral
Jordi Hays is bullish on new, modifiable hardware and American manufacturing.
“I'm very bullish on new hardware, new mutable hardware. And I love the fact that this one is going to be made in America.”
Listen at 3:14
The last American-made laptop may have entered production around 1993.
“it is like way over 20 years. I think the last one that American made laptop went into production like 93.”
Listen at 4:10
John Coogan believes commercially valuable AI breakthroughs are often withheld.
“anytime there's like a big breakthrough, my head is just going to everything that's not being shared.”
Listen at 27:33
AI labs could eventually autonomously create, manufacture, distribute, and sell products.
“you could have a big lab, say, like, go and build a business. And it could just do that. And it could do the market analysis. And then it could, like, create a new product and model it in CAD and send it to a factory and send it to a distribution center and pitch it to Walmart and get it on the shelves and, like, make the money and run that flywheel.”
Listen at 28:39
Greater AI capability could make adding humans slow or derail projects.
“there's a possibility that you get such a increase in capabilities that adding humans actually does just slow it down and derail the potential of a certain. project.”
Listen at 30:49
John Coogan thinks Notion may position itself as an AI-centered collaborative workspace.
“my theory was Notion because they want to be a collaborative workspace where you have a bunch of agents coming in. They put themselves in the center. They're positioning themselves as an AI company.”
Listen at 34:02
Anthropic has designed governance with an unusually long-term, centuries-oriented perspective.
“this feels quite different. And it's cool to see a company thinking in centuries.”
Listen at 37:53
Monkey demand and prices will rise because they are needed for preclinical testing.
“monkeys are irreplaceable. So a bull market in monkeys is coming.”
Listen at 40:04
Chinese AI companies have fallen about 40% since June.
“since June, like AI companies broadly are down like 40%.”
Listen at 40:34
Unitree is down about 50% since its IPO.
“Unitree, since the IPO'd a few months ago, is down like 50%.”
Listen at 40:42
Tech-insider media may occupy an underserved content niche.
“there are a lot of news shows. There are a lot of interview shows. Where is the actual white space?”
Listen at 45:59
Autonomous-vehicle companies should organize racing events.
“I think all the AV companies should be doing, like, race events.”
Listen at 54:03
LiveWire shares rose 2% that day but were down 62% year-to-date.
“Livewire shares closed up 2%, though they are down 62% since the start of the year.”
Listen at 58:43
Rebuild employs about 2,000 people across 15 manufacturing facilities.
“We're about 2000 people now across 15 facilities that can engineer and build complex products”
Listen at 1:01:06
Offshoring production can initially increase profits but erodes product-design capability.
“when you offshore production is you make some extra money for a while, but then you very quickly lose the ability to design the product effectively.”
Listen at 1:01:57
U.S. drone BLDC motor manufacturing is being restored relatively quickly.
“on the motors, which are called BLDC motors, which are used on these drones, that problem is largely being solved, actually, in a pretty short period of time.”
Listen at 1:04:05
Rebuild expects to wholesale its drone core in the U.S. for about $1,600.
“we think we can sell in the U.S. wholesale for about $1,600.”
Listen at 1:05:48
Robots may reduce total production costs only modestly while requiring high capital expenditure.
“Bringing robots in might take a few percentage points off your total cost at a very high capital expense.”
Listen at 1:07:27
Lean production is more effective than robotics for eliminating manufacturing waste.
“You're much better off trying to implement something like Toyota's lean production system to eliminate all the steps along the way that are wasteful”
Listen at 1:07:33
Robots alone will not solve U.S. manufacturing problems.
“That won't happen.”
Listen at 1:08:13
Slate is developing an electric pickup truck priced below $25,000.
“they're developing a sub-$25,000 electric pickup truck.”
Listen at 1:08:50
Rebuild aims to become a multibillion-dollar manufacturing company.
“build this business to be, you know, the multibillion dollar manufacturing company”
Listen at 1:11:36
Gavin Baker believes AI is a real and valuable technology.
“I think it's totally real.”
Listen at 1:13:06
AI will increasingly become a concern for chief financial officers.
“AI is a CFO problem. It will become more of a CFO problem.”
Listen at 1:15:13
Ramp Inspect is designed for company-wide collaborative use through Slack.
“we made it extremely collaborative multiplayer first. Works in Slack. Every session is public by default”
Listen at 1:16:20
Ramp Inspect supports multiple model providers and its own inference.
“we have every provider running inference here. And so we also run our own inference for InSpec”
Listen at 1:18:57
Ramp Inspect supports cybersecurity automation.
“Cyber security is a big one for Inspect.”
Listen at 1:20:28
Anthropic’s reported burn, profitability, cash generation, and unit economics were encouraging.
“The fact that they've only burned $10 billion, the profitability, the cash generation, the unit economics, they're all very encouraging.”
Listen at 1:21:58
About half of Fortune 500 companies adopted Anthropic at 0.1% of expenses.
“half of the Fortune 500 has adopted Anthropic. And it's 0.1% of their expenses.”
Listen at 1:22:16
Anthropic’s annualized revenue may be about $67 billion.
“Whatever the number is, $67 billion annualized”
Listen at 1:23:23
Anthropic has a diversified customer spending base.
“it shows a very diversified spending base for Anthropic.”
Listen at 1:25:58
Several open-weight AI infrastructure companies are growing faster than OpenAI or Anthropic.
“there are so many companies, you know, whether it's Fireworks, whether it's Base 10, whether it's Together, whether it's Modal, whether it's Cognition, that are at scale, really open weight first. And they're all growing faster than either OpenAI or Anthropic.”
Listen at 1:26:40
Gavin Baker considers GrokBot his firm’s most impactful AI product so far.
“Rockbot is the most impactful AI product to me and to the firm that we've had yet.”
Listen at 1:29:57
Gavin Baker says GrokBot effectively routes information to the right people.
“GrokBot is so... good at that.”
Listen at 1:32:01
GPU rental prices have risen daily as spot compute supply tightens.
“the price to rent, essentially any kind of a GPU, has gone up every day. So the spot market for compute is getting tighter.”
Listen at 1:34:03
The compute market is currently in contango, with future capacity priced higher.
“the compute market is now in contango.”
Listen at 1:34:52
CoreWeave operates GPUs well but locked in long-term contracts below current market prices.
“CoreWeave runs GPUs well. They bring them out. They are very, very good. They just sadly locked in a vast amount of compute and long-term contracts. that are now way, way under market.”
Listen at 1:36:31
Selling GPU capacity in spot markets can produce sub-one-year paybacks and large prepayments.
“prices are going up. If we are willing to sell into the spot market, we can have paybacks well under a year, get big prepayments.”
Listen at 1:37:28
Several major cloud operators have proven GPU deployment capabilities.
“these are companies with a proven track record of execution”
Listen at 1:40:44
Securing a compute cluster in mid-to-late 2027 will remain very expensive.
“you have to pay a truly vast amount to bring on a cluster in mid to late 27.”
Listen at 1:42:04
AI has already helped save many lives through drug discovery or repurposing.
“AI has already saved a lot of lives.”
Listen at 1:43:57
Tomorrow X Summit aims to broaden access to investment information.
“the whole goal is to kind of democratize investing.”
Listen at 1:45:12
AI is currently benefiting ordinary and blue-collar Americans and small towns.
“a lot of awesome things are happening today because of AI for ordinary Americans, for blue-collar Americans, for these small towns.”
Listen at 1:51:16
AI-related activity is driving U.S. reindustrialization and major power-capacity expansion.
“We're re-industrializing America. you know, massively increasing our electrical generation capacity”
Listen at 1:51:25
Anthropic lost market share in summer but is reaccelerating and gaining share in October.
“Anthropic, I called it like I saw it in the summer. They were losing market share. I'm calling it like I see it in October. They are re-accelerating and gaining share.”
Listen at 1:51:46
Rare-earth supply is constrained more by dirty refining than geological scarcity.
“the problem with rare earths, it's not that they're rare. It's that refining them is a very dirty process.”
Listen at 1:54:58
SpaceX and Anthropic IPOs will unlock substantial mutual-fund buying power for private markets.
“SpaceX and Anthropic going public is actually going to free up a huge amount of buying power in private markets”
Listen at 1:56:49
External financing for AI infrastructure may be nearing its peak.
“I think we're getting close.”
Listen at 1:59:24
Gavin Baker says he will revise his AI views when evidence changes.
“I will change my mind when the facts change”
Listen at 1:59:45
Gavin Baker recommends companies and wealthy Americans distribute ownership stakes broadly.
“I would encourage more company and more you know, more wealthy people in America to do what Elon and Michael Dell and, and of course, you know, Michael and Brad Kirshner have done.”
Listen at 2:01:29
Statements are attributed to the speaker as said on the episode and reflect their view at the time, not PodLume's. They are not advice.
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