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.

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why aren't all 1,819 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

Prediction Open · timeframe Sep 2028
McGee: Jony Ive and OpenAI's AI Device Will Just Become an iPhone App
“I think it becomes an iPhone app.”
Patrick McGee Sep 1, 2025 ▶ 22:48 Apple in China: Tim Cook’s $275B Pledge | Patrick McGee · Sourcery with Molly O'Shea
Prediction Open · timeframe Aug 2035
Agrawal: Humans Will Not Need to Work to Earn a Living by 2035
“I suspect in five to 10 years, we wouldn't have to work to earn a living anymore.”
Apoorv Agrawal Aug 27, 2025 ▶ 23:30 Understanding OpenAI’s $500B Valuation · Sourcery with Molly O'Shea
Assertion Contradicted
Taylor: Russia funded German environmental groups to shut down nuclear reactors
“This was sort of a theory for a long time, but it's actually proven now that this did happen in Europe over the last 10 years. So Russian groups funded far left environmental groups in Germany to shut the reactors down in order, you know, to make it so that Ge…”
Isaiah Taylor Aug 8, 2025 ▶ 12:15 Nuclear Race to Power Superintelligence · Sourcery with Molly O'Shea
Prediction Open · timeframe Dec 2042
Power: Demographic decline will pressure Xi Jinping to act before 2037-2042
“We just have to last till about 2037, 20 42, and then kind of overnight China's working population will cut in half, and then they can try again in another thousand years. So that will put a lot of pressure in our opinion on Xi to actually do something, becaus…”
Chris Power Jul 18, 2025 ▶ 17:23 Inside Hadrian's $260M Series C to Advance Manufacturing in America · Sourcery with Molly O'Shea
Assertion Supported
Nucleus software analyzes embryo DNA to predict IQ, cancer risk, and traits
“So usually parents have a couple viable embryos, and now they can actually take the raw DNA files of them, upload to Nucleus, and we'll give you analysis on everything from cancers, to IQ, to eye color, to hair color, to schizophrenia risk.”
Kian Sadeghi Jun 4, 2025 ▶ 1:04 Nucleus Launches First Genetically Optimized Embryo · Sourcery with Molly O'Shea
Prediction Not checkable as stated
Sadeghi: Falling IVF and sequencing costs will create genetically optimized children
“And so you're going to see the rapid decrease in cost of IVF combined with the rapid decrease in cost of sequencing A genome. These things are going to converge together to enable this just, this massive, massive new generation of parents having genetically op…”
Kian Sadeghi Jun 4, 2025 ▶ 7:27 Nucleus Launches First Genetically Optimized Embryo · Sourcery with Molly O'Shea
Prediction Not checkable as stated
Sadeghi: Future reproductive genomics platforms will both sequence and edit DNA
“Because eventually, you're not just going to be sequencing and analyzing DNA, You'll also probably be editing it as well.”
Kian Sadeghi Jun 4, 2025 ▶ 17:11 Nucleus Launches First Genetically Optimized Embryo · Sourcery with Molly O'Shea
Prediction Not checkable as stated
Sharky predicts AI tooling will eliminate junior engineer roles in big tech
“I don't think there's a world really for junior engineers at big organizations.”
Jack Sharky May 23, 2025 ▶ 29:22 How Whop Is Making $1.2+ Billion For Creators · Sourcery with Molly O'Shea
Prediction Not checkable as stated
Peters: Consumers will disintermediate traditional healthcare using AI pocket doctors
“In the limit, we think every person in America, and frankly the world, will have an AI doctor in their pocket, and consumers will fully disintermediate the existing healthcare system as it stands.”
Jacob Peters Apr 22, 2025 ▶ 1:22 Superpower Raises $30M Series A Led by Forerunner · Sourcery with Molly O'Shea
Prediction Not checkable as stated
Forty-seven of the top fifty defense startups will fail within fifteen years
“A significant number of the logos that are talked about today and the, you know, sort of top 50 in this field. You know, 47 of those are going to be companies that are completely irrelevant. Yeah. 15 years from today.”
Delian Asparouhov Mar 28, 2025 ▶ 31:44 Inside Varda’s Space Factory | Delian Asparouhov, Founders Fund & Varda · Sourcery with Molly O'Shea
Assertion Not checkable as stated
Only Anduril, Palantir, and SpaceX have delivered defense tech at scale
“Other than those three, there isn't really, like, a, like, unicorn VC-backed company that, like, has actually delivered things at scale for the Warfighter that doesn't really exist.”
Delian Asparouhov Mar 28, 2025 ▶ 37:16 Inside Varda’s Space Factory | Delian Asparouhov, Founders Fund & Varda · Sourcery with Molly O'Shea
Prediction Not checkable as stated
Mansoor: Prediction markets could become bigger than the stock market
“I think it could just look like the stock market, maybe even bigger.”
Tarek Mansoor Feb 28, 2025 ▶ 8:11 How Kalshi Built a $2 Billion Prediction Market · Sourcery with Molly O'Shea
Prediction Not checkable as stated
McCormick: Most fast-growing AI software startups will flatten and fail to IPO
“By choosing to, like, not play in this space, I'm definitely missing a trillion dollar company or two, but I think for the most part, like, I think there's gonna be, like, a lot of these types of things happening, or even, like, these types of curves, where th…”
Packy McCormick Feb 14, 2025 ▶ 37:20 How Writing Led To Investing In Ramp, Scale AI, Replit, Varda | Packy McCormick, Not Boring · Sourcery with Molly O'Shea
Prediction Not checkable as stated
McCormick: AI will become 'super SaaS' rather than godlike AGI
“I called it super sass in, in that like 20, 25 prediction. And I think it is like, I think it's really amazing and like in no way godlike. And it's just like, I feel like I'm being psyopped whenever people are like, oh my God, this is like, this is, this chang…”
Packy McCormick Feb 14, 2025 ▶ 52:30 How Writing Led To Investing In Ramp, Scale AI, Replit, Varda | Packy McCormick, Not Boring · Sourcery with Molly O'Shea
Prediction Not checkable as stated
El-Baba: AI-era startups will not need billions before going public
“No long gone are the days where you're going to have to raise Billions of dollars before you go public. 15 years down the road, you actually can follow the Viva capital efficiency story and build a really great company that can drive a really strong venture ou…”
Yaz El-Baba Jan 30, 2025 ▶ 15:31 How Emergence Capital Bet Early on Zoom, Salesforce, Veeva—& Now Together.ai · Sourcery with Molly O'Shea
Assertion Contradicted
Socher: You.com invented RAG at web scale before the term existed
“We realized just like with rag where we had invented rag already, we're doing it at a web scale, but it wasn't yet a term.”
Richard Socher Oct 25, 2024 ▶ 10:23 Former Chief Scientist at Salesforce, Richard Socher | You.com, LLMs, AI Agents, Complex Work · Sourcery with Molly O'Shea
Assertion Supported
Sadeghi: Scientific research already links genetics directly to intelligence
“At the frontier of science, we do already have associations with genetics and intelligence, and we really believe in giving these insights to customers.”
Kian Sadeghi Aug 16, 2024 ▶ 5:01 The Quiet Revolution in DNA Sequencing | Nucleus Genomics · Sourcery with Molly O'Shea
Prediction Not checkable as stated
Asparouhov: Western Europe will resemble a second-world region in ten years
“Still you continue to extrapolate that trend for another 10 years. And like Western Europe is going to look like a second world country while Eastern Europe actually just sort of rises to the top.”
Delian Asparouhov Mar 15, 2024 ▶ 48:47 Varda's Landing, Peter Thiel, & the Future of El Segundo, Delian Asparouhov, Founders Fund · Sourcery with Molly O'Shea
Prediction Not checkable as stated
Kolicich: Expect an AI crash and market retrenchment within two years
“I believe in two years where everyone's gonna say, oh, you know, we thought it would solve everything and it's all a very limited number of use cases. It's complete hype. And, you know, we'll probably see a bit of a crash and we'll see a retrenchment in AI.”
Alex Kolicich Mar 3, 2024 ▶ 19:01 Alex Kolicich, 8VC: Exodus of Venture Capital, AI Predictions · Sourcery with Molly O'Shea
Prediction Not checkable as stated
Kolicich: Open-source AI iteration speed will surpass closed source
“Cause you'll see the case of iteration at open source is going to eclipse close source.”
Alex Kolicich Mar 3, 2024 ▶ 33:32 Alex Kolicich, 8VC: Exodus of Venture Capital, AI Predictions · Sourcery with Molly O'Shea
Assertion Supported
Mavrookas: China outbuilds the United States in shipbuilding 230 to one
“China outbuilds the US 230 to one.”
Dino Mavrookas Sep 10, 2026 ▶ 1:36 Saronic's 4 Co-Founders on Building a $9.25B Shipbuilder | Part III
Prediction Not checkable as stated
Mavrookas: Saronic will save taxpayers hundreds of billions of dollars
“What we're building at Cerronek will not only provide more capabilities faster, but it'll save the taxpayer hundreds of billions of dollars by driving down costs as well.”
Dino Mavrookas Sep 10, 2026 ▶ 4:14 Saronic's 4 Co-Founders on Building a $9.25B Shipbuilder | Part III
Assertion Partly supported
Mavrookas: China built over 1,000 commercial ships in 2024 versus five in the US
“They built over a thousand commercial ships last year, and the United States built five. I think this was 20, 24. Five. Like one, two, three, four, Five. Large, ocean-going commercial vessels.”
Dino Mavrookas Sep 10, 2026 ▶ 7:11 Saronic's 4 Co-Founders on Building a $9.25B Shipbuilder | Part III
Assertion Not yet assessed · timeframe Sep 2026
Mavrookas: South Korean and Japanese shipbuilders source modules and labor from China
“Our allies, South Korea and Japan, the next two largest shipbuilders in the world, they're actually, on the commercial side, they're actually getting a lot of their modules from China. They're getting a lot of their labor from China.”
Dino Mavrookas Sep 10, 2026 ▶ 7:29 Saronic's 4 Co-Founders on Building a $9.25B Shipbuilder | Part III
Assertion Supported
Mavrookas: China outbuilds the US in shipbuilding 230 to 1
“China outbuilds the US 230 to one.”
Dino Mavrookas Sep 8, 2026 ▶ 2:26 Dino Mavrookas: America Needs to Build Ships Again
Prediction Not checkable as stated
Mavrookas: Five to ten new defense primes will scale within a decade
“I think over the next five to 10 years, I'll answer, I won't dodge the question completely. I think there will be somewhere, but around five to 10. I think you'll see five to 10 really, like, big impactful companies scale over the next five to 10 years, and ho…”
Dino Mavrookas Sep 8, 2026 ▶ 10:33 Dino Mavrookas: America Needs to Build Ships Again
Assertion Partly supported
Mavrookas: China launches ~30 warships annually versus 5 to 10 US ships
“We being the U.S. Launch about five to 10 military, meaning destroyer, cruiser, aircraft carrier, like straight naval vessel warship. China's probably doing about 30, so six to one, seven to one, somewhere in there.”
Dino Mavrookas Sep 8, 2026 ▶ 17:03 Dino Mavrookas: America Needs to Build Ships Again
Prediction Open · timeframe Sep 2036
Mavrookas: Port Alpha will create 10,000 jobs and $160B economic impact
“So what we're going to do at Port Alpha, you mentioned 10 years, over the next 10 years, we're going to create 10,000 jobs. We're going to invest billions of dollars. I mean, we're going to have a hundred and sixty billion dollar economic impact in Brownsville…”
Dino Mavrookas Sep 8, 2026 ▶ 27:02 Dino Mavrookas: America Needs to Build Ships Again
Assertion Supported
Mavrookas: US shipbuilding capacity currently sits at 100,000 gross tons
“That's our initial build out that 1.5 X's the United States shipbuilding capacity right now, which sits at a 100,000 gross tons.”
Dino Mavrookas Sep 7, 2026 ▶ 2:48 Inside Saronic’s $9.25B Autonomous Boat Factory | CEO Dino Mavrookas
Assertion Supported
Mavrookas: Saronic achieved first ever autonomous combat search and rescue
“Take the Apache pilot rescue, for example, that was the first ever combat search and rescue done with an autonomous system.”
Dino Mavrookas Sep 7, 2026 ▶ 16:54 Inside Saronic’s $9.25B Autonomous Boat Factory | CEO Dino Mavrookas
Assertion Not checkable as stated
Mendler: Northwood achieves space-grade performance using standard cellular components
“We've been able to like actually make space grade performance out of Standard high volume cellular components.”
Bridgit Mendler Aug 31, 2026 ▶ 29:55 Bridgit Mendler Gives Us the First Tour of Northwood's New HQ + Factory
Prediction Not checkable as stated
Beck: Future space giants will integrate rockets, satellites, and downstream apps
“Like, the big space companies of the future are gonna all look a little bit the same. They're gonna have their own rocket, because access to space is key. They're gonna have their own ability to build as many satellites as they need, and they're all gonna have…”
Sir Peter Beck Aug 28, 2026 ▶ 17:00 Inside Rocket Lab: How Sir Peter Beck Is Building Neutron’s Engines | Tour 02
Assertion Partly supported
Beck: Branson poured $1.2B into Virgin Orbit before it went bankrupt
“And, you know, at that, at the time, our nearest competitor was Virgin Orbit, and that was funded by, you know, Sir Richard Branson. And in the end, I think Richard put 1.2 billion dollars into that company before it ultimately went bankrupt with a, you know, …”
Sir Peter Beck Aug 26, 2026 ▶ 6:38 RKLB Factory Tour: Satellites, Spacecraft & Mission Control
Assertion Contradicted
Lamm: Woolly mice are second most genetically modified organisms behind dire wolves
“These are the second most genetically modified Multicellular organisms on the planet after our direwolves.”
Ben Lamm Aug 20, 2026 ▶ 9:01 Race to Save Humanity: Inside $12B Colossal Biosciences & $3.8B Astromech
Assertion Partly supported
Lamm: ViaGen cloning efficiency reached 80% versus 2% industry norm
“Well, Viagen had like cloning efficiencies at 80%, or most people are at two percent, right?”
Ben Lamm Aug 20, 2026 ▶ 24:09 Race to Save Humanity: Inside $12B Colossal Biosciences & $3.8B Astromech
Prediction Didn’t hold up
Lamm: Earth is forecasted to lose 50% of biodiversity within 25 years
“It's currently forecasted that we're going to lose up to 50% of all biodiversity in the next 25 years.”
Ben Lamm Aug 20, 2026 ▶ 26:39 Race to Save Humanity: Inside $12B Colossal Biosciences & $3.8B Astromech
Assertion Not checkable as stated
Lamm: Colossal could eradicate the screwworm problem in six to seven months
“Our solution, which is already made could eradicate the entire problem in every model that we've done in six to seven months.”
Ben Lamm Aug 20, 2026 ▶ 33:54 Race to Save Humanity: Inside $12B Colossal Biosciences & $3.8B Astromech
Prediction Not checkable as stated
Foroughi: AI chatbots will not eliminate ad-driven e-commerce
“We get questions like, well, isn't the chatbot going to tell everyone what to buy and just complete the transaction and no one will ever do e-commerce off of an ad again. And what that leaves a sight of is that people actually like to shop and people want to l…”
Adam Foroughi Aug 14, 2026 ▶ 1:14:56 Inside AppLovin’s $100B Ad Engine
Prediction Not checkable as stated
Foroughi: Public will not support AI without use cases beyond search
“Until people start understanding what the average person can have as positive use cases that are incremental to search, they're not going to be proponents of AI, and there's no reason to expect them to be.”
Adam Foroughi Aug 14, 2026 ▶ 1:19:39 Inside AppLovin’s $100B Ad Engine
Assertion Supported
Monroe-Anderson says 90% of Russian Shahed drones are intercepted midair
“Now that's really coming true, where, like, 90% of the DeepStrike Shawhead drones that Russia is using are getting taken out of the sky before they can even hit a target.”
Soren Monroe-Anderson Aug 11, 2026 ▶ 8:45 The $2.5B Drone Company Trying to Become the Toyota of Defense
Assertion Supported
Monroe-Anderson: China is supplying drone components to both Ukraine and Russia
“China is supplying drones and components to both sides. So to Ukraine and to Russia, and they have by far the strongest drone and just electronics industrial base.”
Soren Monroe-Anderson Aug 11, 2026 ▶ 10:43 The $2.5B Drone Company Trying to Become the Toyota of Defense
Assertion Supported
China completely dominates PCB precursor chemicals used in US defense systems
“Printed circuit boards, they use precursor materials. The manufacturing uses precursor materials that is completely dominated by China. So, even if you go to one of these board shops in America that, that specializes in, you know, ITAR, Exquisite, like, they c…”
Soren Monroe-Anderson Aug 11, 2026 ▶ 13:50 The $2.5B Drone Company Trying to Become the Toyota of Defense
Assertion Not checkable as stated
Monroe-Anderson: Autonomous drones in Ukraine broke when facing battlefield edge conditions
“I think that's one of the things that we've seen, especially with systems that went over and failed. I think it was a lot of the systems that are in theory supposed to be easier to use or more autonomous, but then they, like, met these edge conditions that exi…”
Soren Monroe-Anderson Aug 11, 2026 ▶ 36:42 The $2.5B Drone Company Trying to Become the Toyota of Defense
Assertion Not checkable as stated
Fox: Most AI note-takers use AssemblyAI as voice infrastructure
“And so the reason, you know, most AI note takers are using assembly as the voice infrastructure is because our models are the most scalable, right?”
Dylan Fox Jul 31, 2026 ▶ 12:08 AssemblyAI Now Handles 4x YouTube's Daily Volume
Assertion Not checkable as stated
Fox: Callers hang up immediately if voice agents disclose they are AI
“If our customers, if they're building a voice agent and you disclose up front that you're an AI, people just hang up versus if you don't, people continue.”
Dylan Fox Jul 31, 2026 ▶ 39:55 AssemblyAI Now Handles 4x YouTube's Daily Volume
Prediction Not checkable as stated
Wu: Nearly all software engineers will use coding agents within three years
“The rough answer for, you know, two, three years from now is roughly every software engineer in the world, and probably a lot more than all the Just the software engineers because I think a lot more people will be able to produce code and produce products and …”
Scott Wu Jul 27, 2026 ▶ 5:14 Inside the Fastest-Growing Category in AI: Scott Wu, CEO of $26B Cognition · Sourcery with Molly O'Shea
Prediction Not checkable as stated
Wu: AI will solve all intelligence problems, but not in six months
“I really don't think that there are, like, intelligence problems that AI will not solve in the long term. I just don't think of that as, like, it's gonna be all over in six months.”
Scott Wu Jul 27, 2026 ▶ 31:18 Inside the Fastest-Growing Category in AI: Scott Wu, CEO of $26B Cognition · Sourcery with Molly O'Shea
Prediction Not checkable as stated
Scott Wu: Single-use and self-driving software will exist
“Like single use software is going to exist. Like self-driving software is going to exist, right?”
Scott Wu Jul 27, 2026 ▶ 39:29 Inside the Fastest-Growing Category in AI: Scott Wu, CEO of $26B Cognition · Sourcery with Molly O'Shea
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