Company stock used to buy another business. A public listing can make shares more usable for acquisitions, reducing the need to raise fresh private capital whenever a company wants to purchase specialized data, expertise or an incumbent business affected by technological disruption.
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Mark Cuban · Jul 20, 2026 · 4:16
there should be a lot more companies going public, not at the SpaceX level, not OpenAI, not Anthropic, but the $100 million IPO. Because if AI does what AI knows, we all know what it will do in terms of disruption, then you want to have some sort of currency that allows you to buy all those companies. Like you guys were talking about buying different legal companies, right? Well, if you don't have that currency, the stock is currency, you're going to have to go out and raise money to do it. If anything happens, and that money is not cheap, that money is really, really expensive. Versus if you go out and you do $100 million IPO or a $50 million IPO, and you can do a secondary or whatever as many times as you need if you're performing.
And then in the last few years, what's emerged is what's called a harness, right? And a harness just wraps the model, right? Like Codex or Clodcode or Hermes or OpenClaw, these are harnesses. You know what the interesting thing about open source versus closed source models? When you take a closed source model, it does really well on a benchmark. When you wrap it in its own harness, it decays in capability. When you take an open source model and you use any other open source model, it improves in capability. What is that trying to tell you? What I think we are finding out, and this data is just going to be a tsunami over the next year, is there are all kinds of ways of using open source technologies that are meaningfully more performant and dramatically cheaper than the closed source alternative.
That will make this thing go so freaking viral. If you can just add, because then what's cool about the agents is you actually have an agent swarm. You actually have lots of different agents performing different tasks and they get good at different things. Some people ask why don't you just have one agent? It turns out that if you have multiple agents, then the agents develop more context and expertise. So they get more specific. But yeah, you could then use each of those agents as a channel and invite people to it and then they participate in that.
A model-based system given a task role and additional context so it can perform work, either alone or alongside specialized agents.
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Matched in 35 episodes · 57 matches
Counted aliases: AI agent, AI agents, agentic AI
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Chamath Palihapitiya · Aug 29, 2026 · 12:09
And what you now need to do is make that autonomous agent much more informed and give it context and allow it to do a job much more intelligently. So meaning, you take a brain, you give it arms and legs and limbs and eyes, etc. But then you have to train it to be a lawyer or be a customer service rep or be a sales agent or what have you. And to do that next step, you need a ton of contextual information. And so the people that control that today, the large systems of record, what I said before and what I'll double down on now is that those guys hold an incredibly special place in the ecosystem if they do it right.
That will make this thing go so freaking viral. If you can just add, because then what's cool about the agents is you actually have an agent swarm. You actually have lots of different agents performing different tasks and they get good at different things. Some people ask why don't you just have one agent? It turns out that if you have multiple agents, then the agents develop more context and expertise. So they get more specific. But yeah, you could then use each of those agents as a channel and invite people to it and then they participate in that.
Money directed toward building computing infrastructure and data centers, rather than funding model development. These upfront commitments shape the buildout’s risk and potential return.
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Matched in 85 episodes · 198 matches
Counted aliases: AI capex, AI capital expenditure, capex, capital expenditure, capital expenditures
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David Friedberg · Aug 8, 2026 · 3:42
So the way I would frame it is Capex is high alpha, low beta in data center infrastructure, that capital. And model development theoretically could be high alpha, but it's very high beta. It's a very risky way to deploy capital. So if I'm the board, I'm the management, I'm deploying more capital in computing infrastructure, less capital into model development. That's what I think is going on.
“He says superintelligence is invention, not automation, and that AI safety should be based on the balance of power, no singular centralized intelligence.”
A financing pattern in which a supplier funds or guarantees a customer that then buys the supplier’s product, potentially making demand look more independent than it is.
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Matched in 3 episodes · 4 matches
Counted aliases: circular financing, circular deal, circular deals, circular capital
AI & models
Closed model
A model whose weights and internal training details remain controlled by its developer.
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Matched in 9 episodes · 13 matches
Counted aliases: closed model, closed-source model, proprietary model
Transcript example
“They don't want a proprietary model to invest in, but the best model right now is a proprietary model.”
An architecture that coordinates several models within one workflow, allowing each to perform, check, or extend different parts of a task.
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Gavin Baker · Jun 26, 2026 · 51:16
Then at some point in the workflow, a frontier model may or may not come in to check it, add to it. That's what I mean by a composable model, when you have a symphony of models working together with the frontier models being maybe the conductors. But that's what I mean when I say composable.
Managing a continuing threat through isolation, patience and limited recurring pressure instead of occupation or full-scale war. It seeks control rather than a definitive political resolution.
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Jason Calacanis · Jun 19, 2026 · 1:21:32
Isolating dictators, waiting them out, is always the better approach than starting full-scale wars with them because you don't know what could happen in an escalation. So simply not worth the risk, much better to just send the air troops in and clean it up. And we did not need to go collect this material, obviously, because we have these bunker buses and we can just slam it every X number of months and that would have been a much better approach, just like we've contained North Korea for all this time and we contain other dictators with weapons.
“A 10,000 port switch called Firehose, which helped increase the throughput of the data centers and had these massively parallelized indexing and production servers.”
Replacing maturing debt with newly issued bonds. When replacement rates are higher than the rates on the old securities, refinancing increases interest expense even without creating a new government program.
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David Friedberg · Aug 29, 2026 · 35:43
And we're now looking at a 30-year 5.2 and a short-term rate over 4 So the federal government has a problem because over the next 12 months, they have to refinance $10 trillion of debt. That debt is coming due. Those bonds are now due. They have to pay the principal back to the bondholders, and they got to go back to the treasury market and sell more treasuries to borrow more money to refinance. So the borrowing cost now is going to climb up. And when that borrowing cost climbs up, the federal government's burn goes up and the fiscal deficit goes up. So my theory and my argument on this is there is no action that Bessent can take that's actually going to have a meaningful effect on the long end of the curve. We have fundamental fiscal spending problem with the federal government right now.
“The incompetence of California's government, DEI, Ukraine, I mean, everybody is superimposing on this natural disaster, whatever their pet issues are.”
The accounting allocation of an asset’s cost over its useful life. For AI infrastructure, the assumed life of chips and datacenters can materially change reported profit.
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Matched in 27 episodes · 75 matches
Counted aliases: depreciation, depreciation schedule, useful life
Transcript examples
“You take the $70 billion and you divide it by what's called its useful life, and you report that every year.”
A common form of computer memory used heavily in AI servers. Data-center demand can tighten its supply and raise costs elsewhere in electronics.
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David Sacks · Jun 26, 2026 · 1:07:29
Yeah, so my understanding of HBM stands for high bandwidth memory. Again, this is part of the GPUs that go in the data center to run AI is that you take the DRAM wafer or die and you actually stack them. And so I think HBM 3 is like 8, it's stacked 8 dies high, but now they're increasing to 12 and even 16 And to basically stack them and then package them all together, that's an advanced technology in and of itself. So you're seeing now, like Gavin's saying, there's only 3 companies that can do it. But also this is creating significant price pressure for all the consumer electronics businesses. Apple had huge news today where they announced massive price increases. And again, it's because DRAM now is less available because it's just being hoovered up by all the data centers.
Technology with both civilian and military applications.
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Matched in 5 episodes · 6 matches
Counted aliases: dual-use, dual use technology
Transcript examples
“There are also military or dual-use applications of this technology, especially with AI, the algorithms power all sorts of weapons, drones, things like that.”
The view that plentiful, reliable energy unlocks growth, manufacturing and scientific progress.
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Matched in 2 episodes · 2 matches
Counted aliases: energy abundance
Geopolitics & defense
Enriched uranium
Uranium with a higher share of uranium-235, a naturally occurring form of the element. Enrichment changes that proportion; the word alone does not mean the material is a weapon. The discussion treats Iran's enriched-uranium stockpile and its handling as central questions for a nuclear agreement.
Sacks, the long-term issue has been the enrichment of uranium to the point that it can be used as a nuclear weapon. Is it part of the deal that all that enriched uranium that we do know there's a stockpile of gets removed from the country? Because if that goes, I personally feel very good about, let the citizens deal with what they have to deal with.
After 110 days, President Trump has announced for the 37th time that the war has ended and that the initial agreement on June 15th will be codified. A lot of details here, a lot of unknowns. Conflict began obviously on February 28th. Formal signing happens Friday, June 19th in Geneva. The deal was mediated by Pakistan. It extends the ceasefire for 60 days. It includes a Lebanon ceasefire. The US gets the Strait of Hormuz reopening, which it was open before the war obviously. Iran commits to not developing nuclear weapons. Iran agrees to destroy its stockpile of enriched uranium under IAEA supervision and that they will freeze its nuclear program at current levels for 60 days. Iran gets all sanctions lifted.
A model treated as being near the leading edge of current AI capability. Frontier status is comparative and can change as newer systems appear.
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Matched in 23 episodes · 49 matches
Counted aliases: frontier model, frontier lab
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Satya Nadella · Jan 21, 2026 · 23:14
And so, to me, that's what's going to happen. To me, a model is like the database market. It's got its own differences, but I sort of somehow think that there are definitely going to be frontier models that are closed source. There are going to be open source models that are going to be frontier class. In fact, if anything, I think in this next year, what will be probably a big part of the discussion is, what's the future of a firm? A firm should be able to take the tacit knowledge it has and embed it inside a weight in a model that they control.
Next topic for sure. Oh my god. Strong first topic. I didn't know you guys were going to go All-In, so to speak. Topic two. Chinese open source models appear to be catching up with the US frontier models. Let's start with a GLM 5.2 released by China ZAI. This is a frontier class, open source free to download Anywhere model, 744 billion parameters, 1 million token context window, and it's under the MIT license. If you don't know what that is, open source licenses have very specific.
DRAM dies stacked and packaged together to feed AI processors data quickly. Its specialized production makes it a significant infrastructure bottleneck.
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Matched in 12 episodes · 33 matches
Counted aliases: HBM, high bandwidth memory, high-bandwidth memory
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David Sacks · Jun 26, 2026 · 1:07:29
Yeah, so my understanding of HBM stands for high bandwidth memory. Again, this is part of the GPUs that go in the data center to run AI is that you take the DRAM wafer or die and you actually stack them. And so I think HBM 3 is like 8, it's stacked 8 dies high, but now they're increasing to 12 and even 16 And to basically stack them and then package them all together, that's an advanced technology in and of itself. So you're seeing now, like Gavin's saying, there's only 3 companies that can do it. But also this is creating significant price pressure for all the consumer electronics businesses. Apple had huge news today where they announced massive price increases. And again, it's because DRAM now is less available because it's just being hoovered up by all the data centers.
Oversight by the International Atomic Energy Agency, the international organization concerned with safe, secure and peaceful nuclear technology. In the reported Iran framework, supervision is meant to make the promised handling of nuclear material observable by an outside body, not merely a promise by one party.
After 110 days, President Trump has announced for the 37th time that the war has ended and that the initial agreement on June 15th will be codified. A lot of details here, a lot of unknowns. Conflict began obviously on February 28th. Formal signing happens Friday, June 19th in Geneva. The deal was mediated by Pakistan. It extends the ceasefire for 60 days. It includes a Lebanon ceasefire. The US gets the Strait of Hormuz reopening, which it was open before the war obviously. Iran commits to not developing nuclear weapons. Iran agrees to destroy its stockpile of enriched uranium under IAEA supervision and that they will freeze its nuclear program at current levels for 60 days. Iran gets all sanctions lifted.
A body funded or staffed by participating companies to coordinate technical work, such as reviewing models or developing common safety standards.
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David Friedberg · Aug 21, 2026 · 12:01
So then let me make this point. So Sacks, there was this argument that DEM has put out for a FINRA style regulatory system, where industry participants that understand technology, move quickly and are aligned with commercialization, actively review each other's systems and each other's models via an industry consortium that hires and assigns scientists to work on this stuff, and they're just doing it versus having it be owned and managed by the government and create some regulatory capture scheme. But then this week, you were pretty against the FINRA system in your tweets. You seem to be supportive of it the first time around when DEM has originally published it. It seems to me that the proposal from DEMIS that Dario signed up to, Sam signed up to, Elon all signed up to, you're now against, but that could be a solution if there is no genuine concern here, given Chamath's points. The industry can police each other.
Now, how should the industry coordinate with each other? There are tried and true ways of doing this. Companies in the industry publish papers, they publish technical papers, they publish blogs. These are good ways of sharing best practices. They attend symposia and conferences and they present at these things. They do requests for comments as part of open standard setting exercises. There are ways of the industry collaborating on safety in very productive ways. But what is the common denominator of everything I just said? They are all open. They are not in secret. And that makes those judgments contestable to the point that Chamath made earlier about we need to see the thinking behind this. And what I'm against is these companies meeting in secret, whether it's part of some sort of like FINRA or otherwise, to set standards that are not transparent, that are uncontestable. And you know what's going to come out of that? Regulatory capture and anti-competitive behavior.
A method of pricing an offering through investor bids rather than aiming for a predetermined valuation. Its advocates argue that the process makes pricing easier by allowing demand to determine the result instead of forcing an offering toward a number selected in advance.
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Travis Kalanick · Jun 26, 2026 · 1:36:07
Auctions are the way. Auctions are the way. And so it's not hard to price if you just do it the way it's supposed to be done. It's hard to price when you want it to be a certain number.
A post-listing period during which specified existing holders cannot sell. It postpones some share supply, so IPO pricing may try to accommodate the eventual release and avoid volatility that could distract employees. One passage described a one-year lockup; another discussed lockup absorption without specifying its duration.
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David Sacks · Jun 19, 2026 · 18:19
He's not selling. He's under a one-year lockup and I predict that he'll hold on for much longer than that because creating SpaceX is his life's work.
Yeah. We haven't seen the S1. I do think if you're bringing a company out responsibly, you want to price it in such a way that you can absorb the lockup, because you don't want to price it really high, create a lot of volatility. That's like very disconcerting for employees. You do not want anyone distracted at this moment. So I think that they will price it smartly. Maybe that is two trillion. Maybe it is two and it trades to three. But you just got to remember these leaks are always coming from the bankers who probably lost lead left, and they want to make lead left look bad.
A technique for prompting a model to perform actions or provide outputs that its safeguards were intended to block.
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David Friedberg · Aug 21, 2026 · 8:24
And they're sitting there and they're pressure testing models and they figure out, hey, there's ways you can jailbreak models to get them to do things that they're not supposed to do. And then you can use them to do things like design bioweapons, make viruses, make infectious diseases that don't exist today. You could use them to design cyber weapons to get them to go and do things online, like break into bank accounts and take people's money and all these sorts of things. And you can prompt them to do things that could broadly influence society by creating fake media, fake videos, fake images, propagate them through social media, hack the algorithms.
Research described as having a more predictable outcome and therefore being easier to approve through conventional grants. Predictability can reduce funding risk, although it may also narrow support for uncertain exploratory work.
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David Friedberg · Aug 26, 2026 · 35:55
When you say slush funds, the way the funding process works in the modern era is grants. You apply for a grant with a very specific set of objectives, and that's what the capital is going to be used for. To your point earlier, grants are typically approved if they're lower beta, which means more predictable in terms of the outcome.
An MOU records high-level principles before the parties finish operational details. Here, it describes the preliminary status of the Iran framework rather than an implemented final settlement.
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David Sacks · Jun 19, 2026 · 1:20:29
They still have to define it, again, this is at the MOU stages, at the level of high-level principles. They have to define exactly how that program is going to work. But what they get in exchange is relief from the sanctions. And they get a more normalized relationship with the US.
“We're looking at 5% 30-year treasury rates, which means that you are gonna see multiple compression that's gonna happen across the market for tech stocks.”
A government-organized program aimed at a defined scientific capability, often with a target year and coordination across agencies or private investment. The quantum initiative and Genesis Mission are the examples discussed here.
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Michael Kratsios · Aug 24, 2026 · 22:51
I think the second is around quantum computing. So the president signed an executive order just last month, launching a new national quantum initiative. And one of the key goals there that we're trying to do is create a scientifically relevant quantum computer by 2028 This is a directive to the Department of Energy, and we're going to be working very hard to make sure we can hit that pretty crazy timeline. I mean, your camp, we really want to get the fusion by 2035, and we're trying very hard to get the resources allocated at DOE and combine with all the private sector investment to get there. And I think the last one, which is kind of our big flagship project for the whole administration, is called the Genesis Mission. And that is where we want to essentially double the scientific output of the United States by applying AI to our hardest scientific challenges and endeavors.
An energy process described here as heating hydrogen to extreme temperatures so protons collide and release energy. The practical challenge is sustaining and controlling the plasma, then capturing useful power from it.
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Matched in 10 episodes · 16 matches
Counted aliases: nuclear fusion, fusion energy
Supporting passages
David Friedberg · Jul 31, 2026 · 28:20
But just this week, if you pull up this image, China is installing this 582-ton magnet, superconducting magnet at their nuclear fusion center, which at this point is going to be the most advanced fusion system in the world. Incredible. 582-ton magnet, 60 foot by 40 foot for one D-shaped magnet. They put a series of these together and that creates the conditions for them to drive a sustained plasma, which is 100 million degrees celsius, protons spinning around, smashing into each other, creating energy from water, and then they can capture that energy. Unlike Europe, which runs ETER, and the US projects, none of which have actually fired up. This is the Chinese Academy of Science and the Institute of Plasma Physics. They ran this a 30-minute trial last year, and as this magnet gets installed and they start to bring this thing online
“Well, I mean, if you could take a 50-year worldview about climate, about nuclear energy, about semis, we didn't get to semiconductors again this week.”
A route for ending active escalation without requiring continued fighting. In this discussion, economic incentives and concern about alliance strain were offered as reasons an Iran off-ramp would emerge.
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Chamath Palihapitiya · Apr 10, 2026 · 1:17:22
I mean, the person that decides is the president of the United States. So a foreign leader isn't getting to call the shots in the United States. I think very practically speaking, the markets are effectively pricing in that this was a small blip. For whatever people think, that's just what the best prediction market that we have is telling us. I think that's important to acknowledge that we're probably in the endgame here. And the second thing to acknowledge is, if I was Israel, I would really be concerned that, unless I help find an off-ramp quickly, the risk that Israel loses America as a predictably steadfast ally could go down. And I think that that's problematic for Israel. Far more than is problematic for the United States. So all of that kind of tells me that we will find an off-ramp. A, because I think economically it makes sense. And then B, geopolitically, I think Israel will want to make sure that this doesn't burn a long-standing relationship.
A political position concerning China and Taiwan that Emanuel distinguished from the separate principle that the status quo should not be changed through force.
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Rahm Emanuel · Aug 13, 2026 · 21:18
Well, there's two different parts to the Taiwan, one China policy, that's a political statement. And then nobody changes the status quo through the use of force. Those are two things.
A broad label for a model others can download and run. Open weights give access to the model’s learned numerical parameters; they do not necessarily include its training code or data information. Under the Open Source Initiative’s definition, open-source AI requires more than weights alone. Check the license and what is actually released before treating these labels as interchangeable.
Next topic for sure. Oh my god. Strong first topic. I didn't know you guys were going to go All-In, so to speak. Topic two. Chinese open source models appear to be catching up with the US frontier models. Let's start with a GLM 5.2 released by China ZAI. This is a frontier class, open source free to download Anywhere model, 744 billion parameters, 1 million token context window, and it's under the MIT license. If you don't know what that is, open source licenses have very specific.
A downloadable AI model that others can run or adapt rather than accessing only through its original provider. GLM 5.2 was discussed as a Chinese example released under the MIT license.
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Matched in 31 episodes · 84 matches
Counted aliases: open weights, open-weight, open source model, open-source model, open source AI, open-source AI
Supporting passages
Jason Calacanis · Jun 26, 2026 · 45:04
Chinese open source models appear to be catching up with the US frontier models. Let's start with a GLM 5.2 released by China ZAI. This is a frontier class, open source free to download Anywhere model, 744 billion parameters, 1 million token context window, and it's under the MIT license.
So we now have a Chinese open weight model that is as good as the currently available models from OpenAI and Anthropic. And look, this is a point I've been making really since I joined the administration, is that we are in a very competitive situation with China. I've been saying this from the beginning, our whole AI strategy from the get-go was about winning this AI race, defining it as a race, as being globally competitive. And we cannot afford to do things unnecessarily that slow our companies down.
A market whose prices summarize participants’ estimates about future outcomes. The passages treat those prices as potentially useful forecasting signals while maintaining that insider trading remains illegal; a market-implied probability is therefore informative but neither certain nor exempt from conduct rules.
But there is a cop on the beat there. And I do want to caution that insider trading is not something that's necessarily allowed in our markets. But we do believe that markets are truth machines, that they do create a really powerful source of information. We've seen the hoaxes, the fake news and the manipulation of the polls. The prior administration tried to ban these markets ahead of the 2024 election. And they really increased turnout. It showed that they were correct when a bunch of the fake polls were put out right ahead of the election. So we really have to foster these markets here in the United States and make sure that they don't flourish in Russia or somewhere elsewhere. They really will turn out to be a source of disinformation. So we do believe it's valuable to have that trading and information flowing through the markets. But insider trading is still illegal here in the US.
So we'll have a model out within a few weeks, been a little bit delayed by the World Cup and the redistricting stuff. Prediction markets say Democrats are around, I think, 80 or 85 percent to take the House and 40 or 45 percent to take the Senate. Those both seem pretty reasonable to me. I think if anything, it's a little bit low on the House. I think it might be more like 85 or 90 My models surprise me sometimes.
“They claim the raid was obviously political retribution by the outgoing administration against Polymarket for providing a market that correctly called the 2024 presidential election.”
Permission to purchase shares in a company before it becomes publicly traded. In the discussion, the central dispute is whether wealth-based rules unfairly exclude ordinary investors from earlier stages of company growth and leave them able to participate only near or after an IPO.
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Jason Calacanis · Jun 19, 2026 · 28:19
Well, what if they could do that earlier? And I've beaten this drum on this podcast and my other podcast for a decade on this, but people knew SpaceX, they were watching these rockets launch for a long time and they would have placed that bet 10 years ago when the company was worth 100 billion or 10 billion or 500 billion, but they weren't allowed to because we have a corrupt system in our government that says rich people, the top 4 or 5% of this country are smart enough to buy private company stocks and the 95% are too stupid to. And it's antiquated and it has to change and you should be able to buy whatever you want.
“I think in addition to AI, other areas that are interesting are nuclear power, quantum computing, advanced semiconductors, all these different areas.”
The concern that regulated companies may shape rules around their own systems, raising barriers for competitors that cannot satisfy those requirements in the same way.
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Matched in 57 episodes · 129 matches
Counted aliases: regulatory capture
Supporting passages
David Sacks · Aug 21, 2026 · 29:51
So what they're going to do is they're going to have the standard setting body say, well, we have to set the standards for AI safety. By the way, Dario and OpenAI, they're going to fund the whole thing. They're going to contribute all the compute. They're going to be behind it. They're going to be the ones coordinating with the government officials because, frankly, people in government have no idea how to monitor and control and set standards for AI safety. Technologically, this is way beyond them. So they're going to go to these companies and say, tell us how to do it. And so what will happen is the standards will get set, and then it'll be a very simple matter of fairness to say that the standards need to apply to open as well as closed models. The open models cannot comply in the same way, and gradually they will be shut out of the market.
Funding awarded for a specified research project and set of objectives. In these discussions, that structure creates accountability for spending but may disadvantage work whose methods or results cannot be predicted in advance.
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David Friedberg · Aug 26, 2026 · 35:55
When you say slush funds, the way the funding process works in the modern era is grants. You apply for a grant with a very specific set of objectives, and that's what the capital is going to be used for. To your point earlier, grants are typically approved if they're lower beta, which means more predictable in terms of the outcome.
Moving manufacturing activity back into the United States. In Bessent’s tariff theory, reshoring eventually replaces some tariff revenue with domestic employment, production and tax receipts.
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Matched in 12 episodes · 17 matches
Counted aliases: reshoring, onshoring
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Scott Bessent · Dec 22, 2025 · 9:38
Well, I think the revenues are a combination of revenues. So the ultimate goal of tariffs, the revenue collection, I think, in a way is a payback for the imbalances that have gone on over the years. But over time, the real idea is to balance trade and reshore manufacturing and bring our economy into balance with our trading partners. So what should happen is over time, tariff income will come down, and US tax receipts will come up, whether it's from factory jobs or more manufacturing and through higher payroll taxes. So we will start off at this very high level, then we will rebalance and come up. So I think it's difficult to know the timing.
A promise that financed GPUs can still be rented at a specified rate after several years, reducing some depreciation risk for lenders.
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Gavin Baker · Aug 14, 2026 · 59:27
But what Nvidia is doing that I think is really smart is they're saying, hey, we are going to help create this market, grow this market, but they're going to provide two very important functions. They're going to say, hey, Blackstone, Goldman Sachs, KKR, Apollo, BlackRock. I'm leaving someone out and I'm so sorry. There are six of them. Come to us. If you have a deal, you can bring it to us, and we will give a residual value guarantee. And I think the way that that residual, which will further lower the cost of financing these, and that residual value guarantee can then be incorporated into those companies underwriting. And what that basically means is they're saying that after three years, four years, we guarantee that these GPUs can be rented at a certain rate.
“But if there's one autonomous vehicle that crashes once, everyone shuts that entire program down and says, wait a second, we've got robots killing people.”
The lifting or easing of economic restrictions in exchange for agreed conduct. The preliminary Iran discussion presented it as a benefit offered alongside a more normalized relationship with the United States.
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David Sacks · Jun 19, 2026 · 1:20:29
They still have to define it, again, this is at the MOU stages, at the level of high-level principles. They have to define exactly how that program is going to work. But what they get in exchange is relief from the sanctions. And they get a more normalized relationship with the US.
A continuing process of asking questions, running experiments, collecting data and using the results to update conclusions before asking further questions. It matters here because authority or agreement should not end empirical inquiry.
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David Friedberg · Aug 24, 2026 · 4:09
Yeah, I mean, at the basis of what you call the scientific method, for many people here who might be watching that aren't familiar, it's like you ask questions. The process of science is a process of asking questions and inquiry, and that inquiry leads to experiments which collect data, and that data is what informs your view, and then you continue to ask questions. The idea that science is authority is almost antithetical to the basis of the scientific method, which is constant inquiry. Is that kind of fair?
Packaging standardized assets or their cash flows into securities sold to investors. Here, the proposed assets are GPUs generating compute-rental income.
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David Sacks · Aug 14, 2026 · 1:07:11
One point that really stuck with me was when the private equity guys said that this was a little bit like what they do for plain financing, where when an airline buys airplanes, they're able to finance it not just based on the creditworthiness of the airline, but rather because the airplanes themselves have value. And that makes it much easier to finance because you know that even if the airline gets in trouble, you're protected, right? You have asset-back financing. And that's what they're basically doing here with GPUs. Now, in order for that to happen, Nvidia has to standardize. They have to create essentially reference designs and so forth and so on, so that it can all be standardized enough for these Wall Street guys to now package it up and securitize it, turn it into securities. And that's basically what they're doing, like they did with mortgages.
A digital token intended to correspond to a U.S. dollar held by an issuer. The described model converts local currency into dollars, issues a matching token and invests accumulated reserve dollars in Treasuries. The resulting interest margin may remain with the issuer or potentially be shared with holders.
He gets paid 100 rupees and he's like, you know, the rupee is constantly getting devalued. I'm constantly losing purchasing power. I want to swap that into a US dollar. So he would create a crypto wallet. And what Tether will say is great. Give me your INR, your 100 rupees. They immediately swap it to a US dollar. So now there's a US dollar and there's a token for that dollar. I give Jason the token for that dollar. Now I have this dollar. What do I do with it? If when I accumulate enough of these dollars, 50 billion, 100 billion, I can take that and I would invest it in treasuries so that it's completely safe.
So like you earn rewards and you earn reward points, but it's not really what it should be. It should be that if you earn that interest margin, you should be able to share that. And by the way, you should be able to have different rules in different markets because again, if you're in Kenya, the last thing you're probably thinking is, do I get the 4%? What you're more worried about is the Kenyan currency, whatever it's called, is about to depreciate another 60% this year. Let me just hedge that. And that's more than enough value. Anyways, I thought Paolo was incredibly impressive.
Reliance on another country for markets, production or capabilities that could be used as leverage. Here the concern is an imbalance in which China preserves alternatives while counterparties become harder to disentangle from Chinese supply and demand.
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Rahm Emanuel · Aug 13, 2026 · 12:35
Let's step back. The way I see it is, we got Xi comes to power, and we buy into this win-win stuff that he's selling, and it was never a win-win. China wants everybody dependent on China, and them independent of you. That is their theory of the case. Our markets are going to be so big and important, you can't do anything about it. You're going to be dependent on your economy, on our markets. We're going to leverage that to then destroy, manipulate, and control your sovereignty, and we'll be independent of you.
An application treated as the source of truth for business data. Outside agents can retrieve information from it and write completed actions back.
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Chamath Palihapitiya · Aug 29, 2026 · 12:09
And what you now need to do is make that autonomous agent much more informed and give it context and allow it to do a job much more intelligently. So meaning, you take a brain, you give it arms and legs and limbs and eyes, etc. But then you have to train it to be a lawyer or be a customer service rep or be a sales agent or what have you. And to do that next step, you need a ton of contextual information. And so the people that control that today, the large systems of record, what I said before and what I'll double down on now is that those guys hold an incredibly special place in the ecosystem if they do it right.
I mean, look, I think that SaaS products can offer their own agents, and they can offer their own AI and co-pilots and all that. But I think the reality is, is that most of the action with agents is going to happen outside those products and simply want to interact with those products and basically get the data from them, use them as the system of record, as the source of truth, and then write actions back to them when appropriate. And I just think that founders should lean into that trend instead of fighting it. Because if you fight to stay in control and say that only our agents are the way to interact with our system, then people will just move to, they'll leave.
A restriction focused on a capability expected to create meaningful leverage, rather than a broad ban on ordinary commerce. The discussion uses restricted EUV equipment as the positive example.
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David Sacks · Aug 8, 2026 · 1:09:06
China can do that too, and I guarantee you they are. I don't think this is going to give us a decisive advantage in the AI race. It's going to annoy. It's going to create annoyance. It's going to create friction. And how bad you want our relationship with them to be? Do you want to risk starting another trade war? Look, I'm not against restrictions when I think they're going to pack a punch. For example, I'm really glad that the first Trump administration limited the export of EUV lithography machines to China. That was all the way back, I think, in 2019 So that was a really important decision. And so, look, I think targeted strategic controls make sense. I would just make sure that this one actually meets that bar.
They have been trying to essentially figure out how to do EUV lithography since we put the export controls in 2019 No breakthrough has happened. There's nothing more important to their economy than solving that scientific problem and being able to do that. So to me, I feel like one of the most special features about our system is we do have people competing. This sort of free market approach innovation is a huge feature of our ecosystem and one that I think is an important reason why we have all these breakthroughs.
Using import charges to induce negotiations or changes in foreign behavior, rather than treating them solely as a source of government revenue. Bessent applied this rationale to trade and security disputes.
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Scott Bessent · Dec 22, 2025 · 7:17
In the spring, the president put fentanyl tariffs on Mexico, Canada, China. They've all come to the table to help and partner with the US government to end this scourge on our people. We're seeing fentanyl deaths drop. Because of the good efforts of China, we made a good faith move and decreased their fentanyl tariffs by half, down to 10 percent. So, that's been national security.
Well, I don't think it's against the administration. I actually think it's against the American people. And it will be, again, as I said, it will be a hit to national security. And the revenues aren't the focus here. The revenues aren't the focus. The revenues can be replaced, but all the things that President Trump has been able to do using tariffs on the national security side will be jeopardized.
“What the court basically indicated, especially the 70-page Kavanaugh dissent, is that there's multiple alternative bases in law for the tariffs in existing law.”
The compute-intensive process that adjusts a model’s parameters using a large body of data.
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Matched in 14 episodes · 23 matches
Counted aliases: training run, model training
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“On the one hand, we are always looking for researchers who have experienced in large-scale model training, experience in diffusion model training, flow matching training.”
Treasury repurchasing its own outstanding securities before they mature; those securities are then retired. Treasury describes the program’s purposes as cash management and market liquidity. Lower yields are a possible effect of the intervention, not the program’s sole stated purpose.
Let's keep moving through the dock at Bessent's new bond strategy. Got criticized by his mentor, Stan Druckenmiller. Last week, 30-year treasury hit a 19-year high, 5.3 percent. You've been talking about this a whole bunch, Friedberg, so I'm interested to get your take on it. In response, Bessent doubled the Treasury Department's long-dated bond buybacks from 2 billion to 4 billion. On August 19th, CNBC reported Bessent is considering ramping up bond buying, and Fox Business said he wants to put the fear of God into traders that are shorting long-dated bonds. So a lot of interventionism going on here.
The tactical answer to the question that you asked before is, why is he in the market buying bonds? It's called yield curve suppression, meaning when you buy bonds, you bid up the prices and the implied yields go down, which allows Scott to then finance at a lower borrowing cost because then if yields are 5.1 versus 5.3, and then now you're issuing bonds, they're marked against that 5.1 print versus 5.3. So the yield suppression is trying to help what Friedberg talked about, which is just this refinancing tsunami that is coming. Okay, but look, just take a step back for a second. I think the very big issue is that Congress is ultimately responsible for spending. Congress is completely unable to do anything to get these budget deficits under control. It is consistent. It's not a Democrat nor a Republican problem. It is a congressional problem, meaning both sides consistently spend way more than they should.
An estimated shortfall between retirement benefits already promised and the assets available to pay them. Closing the gap requires future contributions or other adjustments, which can reduce money available for current government services.
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David Sacks · Mar 23, 2026 · 43:46
California's public employee retirement system, so CalPERS and CalSTRS, they provide the retirement benefits to roughly 3 million California public workers, and there's roughly a trillion dollars of capital in those two investment funds that are meant to support those retirees. They've been making about 7% a year compared to the S&P, making 11% here, and the current accounting estimates that they're going to be short by some estimates, 250 to 300 billion, by other estimates, as high as a trillion dollars in the years ahead, in paying out the benefits that they're legally obligated to pay to public employees as they retire. And you can't just change those benefits. There's a state supreme court case that's made that known, that you can't go in and rescind benefits that you've promised someone. So you are stuck with that liability.
Well, what that has allowed us to do because of the legal limitations that you've mentioned is, and I'm not saying it's perfect, but this is just legally and politically what we were able to get to, is the best outcome we were able to get, is that we are on a long glide path of paying off all of the unfunded liabilities for the tier one employees, all of those older employees. It's a 20-year process. By the early 2040s, San Jose will have cleared the debt. Our general fund is going to be flush. We're going to be increasing staffing and service levels. And you'll start to feel that here much sooner. We are actually roughly at peak cost for unfunded liabilities today because we took the medicine and now we'll start that slow glide path where each year there'll be a little more room in our general fund because we've actually bit the bullet and took this on.
“And you can't create fake businesses where you're buying growth that's not economically justified, where you've got negative unit economics around the growth.”
An attempt to push borrowing rates lower by purchasing bonds. More demand raises bond prices, which reduces their implied yields. Here it is presented as a way to trim Treasury’s issuance cost at the margin.
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Chamath Palihapitiya · Aug 29, 2026 · 41:02
The tactical answer to the question that you asked before is, why is he in the market buying bonds? It's called yield curve suppression, meaning when you buy bonds, you bid up the prices and the implied yields go down, which allows Scott to then finance at a lower borrowing cost because then if yields are 5.1 versus 5.3, and then now you're issuing bonds, they're marked against that 5.1 print versus 5.3. So the yield suppression is trying to help what Friedberg talked about, which is just this refinancing tsunami that is coming. Okay, but look, just take a step back for a second. I think the very big issue is that Congress is ultimately responsible for spending. Congress is completely unable to do anything to get these budget deficits under control. It is consistent. It's not a Democrat nor a Republican problem. It is a congressional problem, meaning both sides consistently spend way more than they should.
A process that reassesses spending from the outcomes government needs rather than automatically extending existing programs. Each expense must be reconsidered against its purpose and efficiency.
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Matt Mahan · Mar 23, 2026 · 49:10
Part of where the money's gone, though, is really just a sprawling bureaucracy that when we, in good years, have more money, we create new programs, we add headcount. The state's population has stayed flat over the last six years. Spending is up 75 percent, as you point out. And headcount in state employees is up, I believe, over 20 percent. So we're adding more state workers, we're pouring more money into public programs that aren't starting from the premise of what is the outcome we need and how do we most efficiently get there. I mean, it's time for California to go through an exercise of zero-based budgeting and say, what are the outcomes we need?