The Ledger
Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.
why aren't all 3,713 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 120 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable
Rangwalla: Rise of AI agents is driving massive CPU and memory demand
“And so I think that that is just creating a massive need for more CPUs and more memory. And we're seeing that we're actually just at the beginning of that. I think agents is really what is driving that.”
Rangwalla: AI Hardware Ratios May Flip to 4 CPUs per GPU
“Now, the ratio is actually moving from, to one CPU to four GPUs, and so it's improved kind of by two x already, and we think it actually has a chance to flip the opposite direction, which is one GPU to four CPUs, and so, and some people, very aggressive, say t…”
Rangwalla: Samsung and SK Hynix Generate More Cash Flow Than Hyperscalers
“Samsung and Hynix together generate more cash flow than every hyperscaler.”
Rangwalla: AI buildout will put skilled trade jobs in pole position
“There's a lot of companies that we look at that are massive shortages the amount of labor that they have, and it's not one type of labor, it's a lot of different types of skilled labor, but which usually means that the salaries for those jobs are gonna go up t…”
Carlson: Trump administration is unprecedentedly open to commercial tech startup contracting
“The Trump administration I would say with this administration, one of the things that they are doing that I've not seen in my entire career is how much more commercially oriented they are. And they are willing and open to meet all these companies, and I want t…”
Adcock: Figure robots run entirely on Helix vision-language-action model
“You can't write code to make this work. So all of our robots here run on a neural network we call Helix. It's a vision language action model we designed here internally to tell the robot what to go do, to stay balanced, like how to move its joints basically fr…”
Adcock: Figure's data collection will generalize across global environments
“Our hypothesis now is that we will see enormous amount of positive transfer from the data collection efforts we're doing now into pre-training across, like, basically any environment in the world.”
Adcock: AGI might be achieved first in humanoid robotic embodiments
“So in some way I think we'll get to at or even beyond human level intelligence in these systems. It actually might be the case that we get to artificial general intelligence first in these embodiments.”
Adcock: Real-world interaction data is the missing piece to true AGI
“Because we're able to, like, this interaction data of, like, touching the world and seeing what happens through trial and error is, like it basically most of human intelligence is built this way, and I think this is, like, the last missing piece to get the tru…”
Adcock: Figure will reach full lights-out manufacturing where robots build robots
“At some point here, it'll just be like it'll just be full lights out manufacturing. We'll have like robots only building robots and sending out to the world. Robots will be getting into boxes themselves. Other robots will be boxing them up and we'll be shippin…”
Adcock: Physical AGI starts with solving robotic hands
“I think this is extremely important to get, if we want to solve, like AGI and get to, like, human intelligence in the physical world, like, it's all going to start here with the hands for us.”
Figure is not teleoperating its humanoid robots, says founder Brett Adcock
“We're not teleoperating this stuff.”
Adcock: Humanoid robots are working now in living rooms and commercial settings
“We just want humanoid robots to work, and like, they're working now. It's pretty simple. Like, we're seeing robots to do everyday things. Like, we saw it clean up a living room, do commercial work.”
Adcock: Humanoid Robotics Is an Intelligence Problem, Not Manufacturing
“In my mind, this is not a manufacturing problem. This is an intelligence problem.”
Adcock: Solving humanoid robotics will create the world's largest business
“It's if you can solve this, it'll build the biggest business in the world by like a large factor.”
Adcock: No humanoid robot has demonstrated 7-10 failure-free autonomous hours daily
“I want to be able to put a robot into a home and be able to do, like, seven to 10 hours of work successfully without failures, with, like, to know, like, with no human intervention and do that every day forever. It's just, like, a hard problem. Nobody's ever s…”
Harrison: Conflict with China would invalidate a huge swath of US naval assets
“The problem with that is that if we get into any conflict with China, there's suddenly a huge swath of our naval assets that we don't want to put anywhere near China, Because they could just demolish it. And so it invalidate even a lot of the exquisite assets …”
Harrison: $1M in Ukrainian Drones Destroyed a Third of Russia's Bomber Fleet
“So in Ukraine, there was this, I think it was called Operation Spiderweb, where, ah, Ukraine snuck basically like under false floorboards of a truck. They snuck a million dollars of worth of drones into Russian territory. And then the drones basically took fli…”
Harrison: Modern Warfare Demands Mass Low-Cost Assets, Which the US Lacks
“That is modern conflict. It's like, you have to be capable of spitting out a high volume of these low cost assets to be able to engage, and we are not, we, like, we as a nation are not good at that.”
Harrison: In practical terms, the US is not top dog militarily
“In practical terms, we are not the biggest dog at the party, and so we have to acknowledge that there's some strategic changes we have to make to stay relevant.”
US would run out of munitions in 11 days in China conflict
“If we were to engage in a large scale conflict, I think it's something like 11 days. Like, we would run out of munitions in 11 days.”
Harrison: U.S. Has Consistently Lost Wargames Against China Since 2015
“We have been effectively losing war games when they model the scenario of US versus China since, I think like, 2015. We have been, the US loses those war games.”
Harrison: Rebuilding Fleet Lost in China Conflict Would Take 25 Years
“Half of our naval fleet could be destroyed within the first couple months of a large-scale conflict with China, and it would take us 25 years to rebuild just to get back to where we were. So our shipbuilding capacity doesn't exist.”
Harrison: Pacifism Is a Privilege of the Protected
“Pacifism really is a privilege of the protected. Like, there is somebody else who is willing to do those things and build those capabilities to protect our right to say, I don't want to be involved in that, and that's fine.”
Only 40 people in the US can effectively sell to the government
“Ross Fubini, who I had on for hot take, he is the founder, the founding partner of XYZ Ventures. He said at Hill and Valley, there's probably 40 people in the U.S. That are capable of selling to the government. Like, it is extremely hard. That is a clear bottl…”
Harrison: Conflict over Taiwan could cause a $10T global economic hit
“You look at a conflict over Taiwan, I think people say could be a 10 trillion dollar hit to the global economy. Like bigger than the financial crisis, COVID, anything. I think in some cases combined.”
Harrison: Index Ventures bars weapons investments and militarizing portfolio drones
“Index, as far as I know, still to this day, has a clause where they can't invest in anything that is a weapon or could be used as a weapon, and I remember they had investments in, in companies like a drone company, where they uniquely could have contracted a p…”
Bry: Skydio has rapidly declining capital needs unlike AI peers
“We're in the very rare and hard earned position amongst robotics and AI companies of actually having rapidly declining capital needs.”
Bry: Skydio's biggest and fastest-growing business is civilian, not defense
“Our biggest, fastest growing businesses are in the civilian sector. They're not in defense.”
Bry: Within five years, drones will respond to 911 calls nationwide
“I think a default expectation in five years is if there's an emergency, you call nine one, a drone shows up in a few seconds, and that's going to be everywhere in the US, hopefully everywhere in the world.”
Bry: SF auto theft dropped 42% after launching Skydio drone program
“San Francisco, I think, has seen a 42% reduction in auto theft since they launched their drone program.”
Bry: Chinese government sanctioned Skydio and blocked component suppliers
“A year and a half ago, we had the great honor of being sanctioned by the Chinese government, and it was a pretty aggressive action. They announced the sanctions, and then they showed up at the suppliers that we still had in China, shut them down, stop them fro…”
Bry: Expect 'pain and carnage' for recent wave of robotics investments
“I think that we are going to see a lot of pain and carnage on the investments and expectations that are being set in this sort of like most recent round of robotics companies, because it's just the physical world does not work the way the software world works.”
Taneja: AI rollups will onshore labor previously offshored for productivity
“We've sort of led the wave around these AI rollups where the thesis was everywhere we offshored for labor productivity, we're now onshoring back with AI.”
Taneja: Global Geopolitics Will Cause Defense Primes to Emerge Everywhere
“The geopolitics is going to force supply chains to shift. Does Europe really want to buy American defense products? Maybe some countries will, but the biggest ones won't. They want to create resilience. Does India really want to rely on Russia or America for t…”
Taneja: General Catalyst redirects political donations into GC Institute
“We took a stance that we're not going to engage in politics. And, but we want to work with the administration, whichever one is there, with genuine partnership to help them think about how can innovation truly be impact at scale in our societal systems. So we …”
Taneja: Anthropic restricted Mythos access to eliminate enterprise security debt
“They've had that model for a while. They did not release it. They thought a lot about it. And what did they do? They gave it to the companies to create an advantage to essentially eliminate you know, security debt in the existing infrastructure before more and…”
Abraham: Bottom 75% can't compound wealth, forcing fintechs to monetize via speculation
“If in the US, sadly, if you're in the sub 75%, you live paycheck to paycheck to credit card, you do not have money to compound the markets. You just don't. And that's also why you see the people who have, who acquire those and build products for those and, you…”
Abraham: Public has virtually zero churn and 25-year expected user lifetimes
“Because we're also building for portfolio builders, so people that actually just compound wealth over time, we essentially have no churn. Like, our lifetimes are like, 25 years plus. They literally, like, that, that line is just straight at some point, and jus…”
Abraham: AI will inevitably replace human financial advisors' advice and emotional support
“And AI, if you look at like agents what we've launched, that does number one now. And so two and three is going to be replaced as well. It's just a matter of time”
Abraham: Securities prediction markets will dramatically surpass US sports betting volumes
“My hunch would be that the volumes around that in the long term will be dramatically higher than what the market of sports betting is in the US.”
Exowatt targets 1 cent per kWh via mass-produced modular solar thermal units
“What's new really about our approach and our hypothesis is making this in a modular fashion, making this in a factory. And then scaling the production to millions and ultimately billions of these, which ultimately allows us to go down the cost curve and genera…”
Happi: Hyperscalers relying on gas burners will face major emission penalties
“Otherwise we're going to be left with tens or even, yeah, tens of gigawatts of Mac gas burners that are going to last for another 20 years, and they might be a quick fix now, but I think the hyperscalers know they're going to pay a price for this later, both i…”
Happi: Many publicly announced data center projects are phantoms that won't happen
“There's a lot of headlines about data center projects being planned or initiated. I don't think all of them are actually happening, so there's a lot of, like, phantom data centers that are being Announced.”
Happi: Hyperscaler data center buildouts will keep scaling through 2030
“So I would say until 2030, there's no doubt that this is going to continue to scale at this rate. The question is like, what happens after 2030, and is it going to continue beyond that?”
DoorDash Is Safe From AI Because Its Moat Is Restaurant Integration
“DoorDash is not important by way of having a great app. It's important because it integrates with all your favorite restaurants. So until OpenClaw can also do things like call every restaurant and negotiate with the owner and install the right kind of tablet a…”
Pure-Play Software Lacking Proprietary Data Will Be Replaced
“I think companies that have built software orally and just sell that software are very vulnerable. Like the bar for quality of software is going up rapidly... If you really hate some piece of software that you're using, And it's just software doesn't have some…”
Long-Term Tech Founders Should Not Fear Down-Round IPO Repricing
“If you're prepared for that journey, if you're ready to take it through the next 1015, 20 years, then it's time to go public. And it doesn't matter if on day one you're below your last private round, the question is where do you end up five years from now, 10 …”