AI x Industrious Labor / Investor / Engineered autonomy @AFResearchLab @Apple / Tweets on physical AI & positive-sum globalism / 〽️

San Francisco, CA
Replying to @ashwinl
@thomaszurbuchen http://t.co/sEbC9wMOc3
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Ashwin Lalendran retweeted
Mark Carney got closer to becoming Canadian prime minister. It’s time for technocrats around the world! Another reminder of tech’s revolving door w politics: Carney was on Stripe’s board from 2021 until he resigned in Jan 2025.
Replying to @ashwinl
One person I’d like to have a drink with: Mark Carney . The OG. Skilled public servant. 🇬🇧 🇨🇦 In SV, we sometimes forget the critical role of ppl like Carney. Aside from his long list of accomplishments, he had this to say:
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Mark Carney got closer to becoming Canadian prime minister. It’s time for technocrats around the world! Another reminder of tech’s revolving door w politics: Carney was on Stripe’s board from 2021 until he resigned in Jan 2025.
Replying to @ashwinl
One person I’d like to have a drink with: Mark Carney . The OG. Skilled public servant. 🇬🇧 🇨🇦 In SV, we sometimes forget the critical role of ppl like Carney. Aside from his long list of accomplishments, he had this to say:
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(deserved) admiration for Carney from tech is going to accelerate. Bravo to the Carney press team too.. Carney is also a case study of anti-new media. Traditional media still gets eye balls. When it’s backed by competence.
Mark Carney is for me, right now, the most interesting man in the world. Gift link for his recent NYT interview: nytimes.com/2026/09/23/world…
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This result is objectively: - GOOD for America, - GOOD for Greenland, - GOOD for Denmark, - GOOD for Europe, - GOOD for all allied countries. - BAD for our adversaries. why: Hemispheric defense. This is what a changing climate looks like (pun intended): nitter.net/ashwinl/status/1363388…
Started a long thread 5 years ago predicting why the Arctic was a new operational theater. President of🇫🇮 and PM of 🇳🇴 Op-Eds. Greenland. All would have happened independent of this American administration. Most don’t realize this is the “change” in climate change
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Ashwin Lalendran retweeted
The scale of this attack is insane... Russian authorities claim 1,600+ drones launched from Ukraine, 450 at Moscow alone.
Ukraine just absolutely hammered the Moscow region overnight. They hit multiple strategically important locations and tested new long-range weapons, including the Flamingo cruise missile.
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Go touch grass in Ukraine Much more than just drones If you’re investing in or building industrial tech, @fetzert and I will tell you what we saw and get you on the ground. Free, by invite, any builder from an allied country
I’ve been in Ukraine the last two weeks and didn’t have access to my X account Learned a ton Massive respect to the Ukrainian people, who are deeply misunderstood by many in the West Will write something up in a week or so
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Ashwin Lalendran retweeted
When the people who knew how to make the machine work are gone, the machine stops working
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With @ashwinl, I visited Ukraine earlier this year. What is remarkable is that many of the issues that my research on NATO highlighted are being "solved" in Ukraine. Ashin and I are hosting an event where we discuss and share our observations from the field. Link in next post.
Late as usual, but still relevant: 25 years ago, 9/11 led NATO to invoke Article 5 for the first time in its history. Afghanistan would become NATO’s longest mission. Over the years, in one strand of my research, we studied how coalition warfare works... or didnt! 1/N
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Ashwin Lalendran retweeted
Learn to build a harness, folks. It's not surprising to me that so many YC builders want to build domain-specific harnesses. If you work long enough on a domain-specific problem, you quickly realize the opportunity. But you also realize how important that harness will be to stay competitive in the agentic era. From a product perspective, harnesses open up interesting new surface areas and experiences for the services/products you provide. From a technical perspective, harnesses are how you build and maintain a framework and set of best practices for how your users/customers interact with what you offer. Understanding how to build and design a harness means you can build much stronger intelligence stacks, given that you can customize it and understand the domain well. That's extremely valuable. It may not seem apparent yet, but a harness wave is coming. If you are getting started, give this list of harness papers to your agents and start upskilling: academy.dair.ai/papers/colle… If you are already a builder, try building one for your specific domain. It's a lot of fun, and you learn a lot of interesting things to enhance your current agentic tools.
Either you die a system of record or you live long enough to become a domain-specific harness
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Ashwin Lalendran retweeted
Beautiful memorial ❤️
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Ashwin Lalendran retweeted
Nothing says more about the consensus in our industry than the same face welcoming you on every other top VC homepage
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“Non consensus investing”
Not sure I’ve ever seen an investor list this long
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Ashwin Lalendran retweeted
Replying to @newindustrials
@newindustrials is a proud sponsor of @StateDept and @UnderSecE “Foundry School” and we are very proud of our leaders for pushing for real schools and real jobs for Reindustrialization Cc @JuliusKrein , @aphysicist, @austinbishop
SECRETARY RUBIO: There was this fantasy, really, that the whole world would become a free enterprise democracy, and that everyone would look like us. That ran into reality.
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Investing early in this thread at single digit likes. @AdamPorterPrice is a criminally under-followed account.
This blew up and I got like 200 DMs from people who are interested in Corp Dev roles, and a lot of the questions were very similar so thinking I should share here
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The Thai and Singaporean prime ministers did a duet on a song written by an Englishman and produced by an American. Same day, they agreed to push Singaporean money into Thai semiconductors. Opportunity : The AI buildout is gated on chip packaging*, and that capacity is getting built outside America .. right now. (*) We can fabricate a leading-edge wafer in Arizona and still have to fly it to Taiwan or Southeast Asia to become a shippable part /ht @cameronpriest
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Ashwin Lalendran retweeted
Gavin, spot on. AI is bringing manufacturing back to America and reindustrializing the nation after decades of offshoring. AI is creating demand that drives investment in our aging power grid and sustainable energy, powered by market forces, not subsidies. AI is creating construction and manufacturing jobs across energy plants, chip fabs and data centers. AI is creating new companies and industries. $400 billion has been invested in AI startups in the past six months alone. Builders must partner with communities to build in their hometowns, earn trust and create local benefits. We have an opportunity to create lasting benefits for communities across America and help America lead the next industrial revolution.
Regret the tone of my post on data centers yesterday. What I should have said: There were reasonable concerns about data centers 18ish months ago: water, taxes, jobs, electricity prices, the environment and what they would do to small towns. Well-structured data center projects have largely addressed these concerns today and we should be celebrating this. On balance, data centers are awesome for America in every way. On water: U.S. data centers use a fraction of what golf courses use. A lot of the numbers from 18 months ago were off by over 1000x. Newer data centers use closed-loop systems or recycled water. Should be required by every town approving a data center project. On taxes: looking only at sales-tax exemptions, as Ronan Farrow did, is the wrong way to evaluate this. Data centers pay significant property taxes. Loudoun County, which is the wealthiest county in America, now collects on the order of $1 billion a year from data centers. In Quincy, WA, data centers are more than half the property-tax roll. Over time, property taxes can go to zero while government spending increases in these towns. On jobs: this has been unambiguously awesome for blue collar Americans. Demand for electricians, plumbers, welders, HVAC techs, and contractors has gone vertical, and it is not a one-time construction job. These buildings get upgraded and expanded over time. That is why the building trades are fighting for them, and why some unions are now treating opposition to data centers as a reason not to endorse politicians. On power: the original fear was that households would pay for the incremental electricity demand in the form of higher prices. That is why the ratepayer-protection deals and the new large-load tariffs exist. The right structure is: the data center brings or pays for new generation and signs a contract long enough that existing customers are protected. Where that is happening, utilities are cutting or freezing residential rates and saying so on the record. Where it is not, people are right to object. Electricity prices are going down *today* in a number of large states because of data centers. 
On the environment: data centers overwhelming use natural gas today, which is the cleanest power source outside of nuclear, solar and wind. And the companies that are building the data centers are committed to carbon neutrality such that an equivalent amount of solar will likely be built. Maybe more importantly, the data centers need batteries to function effectively and these batteries can also sell energy back into the grid (which recently prevented blackouts in Texas). Over time, data centers will run on solar plus batteries. On the towns: Poverty in Quincy, WA fell from 29% to 6%. Data center taxes paid for a new high school, a hospital, a library, police and fire stations. This is happening in many left for dead former mill and farm towns that had no other bidder for the land. Data centers are actually reindustrializing parts of America and creating the kind of working-class jobs both parties have spent decades claiming to support. That should not be a partisan issue. Data centers can and should be awesome for America and they increasingly, overwhelmingly are. Supporting the outsourcing of data centers to China will likely age just as well as support for the outsourcing of high quality, blue collar manufacturing jobs to China has aged. When the facts change, I change my mind. I hope that reasonable people who had good faith reasons to oppose data centers at least consider updating their beliefs given the change in the facts over the last 18 months. This really matters for America. I will say I also think the idea of making data centers beautiful is a good one that has yet to be implemented. Data centers should be just as beautiful as Grand Central Station. We can learn a lot from the railroad buildout. Neoclassical revival ftw. Might write up open-weight AI tomorrow as this is equally essential to America.
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Ashwin Lalendran retweeted
9b/ “I want the whole world to hear the cacophony generated by Geely and other made-in-China cars,” Li told Bloomberg News.
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Been saying this about automotive since 2018 when I was making trips to China… Read @dunne_insights ‘s piece. He’s also been ringing these alarm bells. America is now making the same mistake with Ukraine: America reindustrializes fastest w/ Ukraine.
1/ The speed and conviction of most American automotive corporations (unfortunately) do not match those in China. We’re seeing a multi-decade vision gradually unfold. And it’s led by someone we should all get familiar with: Thread...
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