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.

clear all ✕

why aren't all 268 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 22 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 Not checkable as stated
Gupta: AI models will eliminate the analytical layer in data pipelines
“I strongly believe the middle layer, which is the analytical layer, is going to go. The bunch of models that we are having, like, whether it is Anthropic or OpenAI, they are going to eliminate the interpretation part, which is mostly the analytical.”
Saurabh Gupta Aug 18, 2026 ▶ 20:51 3,000 Tools and Enterprises Only Use 15% of Them
Prediction Open · timeframe Jun 2046
Indries: AI will autonomously negotiate contracts and resolve lawsuits within 20 years
“You'll have, you know, AI just building the most amazing contract And the AI negotiating with other AI, you know, making compromises on each side, you know, just so that they can, you know, reach settlement or whatever. Right. When you will sue someone, 20 yea…”
Robert Indries Jun 16, 2026 ▶ 18:56 He Built LLMs in 2016 and Still Trusts Gut Over AI
Prediction Not checkable as stated
Weisbrot: AI will collapse global financial systems within five years
“I think the smart people understand that there's only really a few years before five. Right. I think five is generous before things are really bad in that regard. And so like people say, oh, we're in cycles. Like, I don't think we're in a cycle. I don't think …”
Sean Weisbrot Feb 3, 2026 ▶ 24:10 Profitability Is Not a Math Problem, It Is a Human Problem
Prediction Not checkable as stated
Wightman: AI has permanently eliminated the need to hire entry-level agency staff
“In terms of knowledge work, which PR absolutely is, in terms of knowledge work, AI has meant for us that we haven't needed to hire particularly more junior people. We have been able to outsource a lot of the tasks that might have been the work I did when I was…”
Jackson Wightman Dec 23, 2025 ▶ 10:31 15-20% Growth for 3 Years Without Adding a Single Hire
Prediction Not checkable as stated
Weisbrot: Businesses Without AI Will 100% Fail Within 24 Months
“And I think if a business doesn't have any AI in the next 24 months, they will be dead. I think a hundred percent chance they will not make it if they don't have AI.”
Sean Weisbrot Sep 23, 2025 ▶ 16:14 Why B2B Companies Moving Reps Off Repeat Orders Are Winning
Prediction Not checkable as stated
Stafford: AI Will Eliminate Accountants and Much of the Medical Field
“I believe there will be certain industries that go away that we just won't need like accountants you know, probably even a lot of the medical field.”
Matthew Stafford Jun 10, 2025 ▶ 15:20 He Walked Into a Wall in the Dark and Rethought Everything
Prediction Not checkable as stated
Goleshuk: Humans will not need to write code within four years
“Now in, let's say in three, four years, there won't be a need for somebody to write the code. You're just gonna be with one line describing what you're looking for.”
Vol Goleshuk May 13, 2025 ▶ 24:01 Your Agent Buys From My Agent and We Never Speak
Prediction Not checkable as stated
Lundin predicts AI could eventually replace human salespeople entirely
“I think that it's possible at some point in the future that AI could completely replace salespeople, and it's an unpopular opinion.”
Ken Lundin Apr 15, 2025 ▶ 13:15 75% of Sales Is Framework, 25% Is Human, and AI Knows It
Prediction Not checkable as stated
Rosenstein: Every future video game will feature a play-to-earn economy
“There's gonna be this play-to-earn economy, in my opinion, that's gonna be created, and I don't think that, that, that people in the future will ever be playing video games to just, for free, essentially. I think that every game will have an economy in whateve…”
Jason Rosenstein Aug 30, 2022 ▶ 18:34 A Top Computer Scientist Got Drained in Seconds From a Discord Link
Prediction Held up
Siddar: Trump Likely to Claim Premature Election Night Victory
“It's likely that Trump may announce a victory the night of the elections, looking at the existing vote count, and that may trigger some sort of unrest in certain cities that are already, you know, mobilized with BLM movement,”
Cenk Siddar Nov 4, 2020 ▶ 4:02 The Hidden Drought That Toppled Governments Across a Whole Region
Prediction Not checkable as stated
Gupta: Analytics roles will shrink as data jobs shift to engineering
“A lot of jobs should shift towards the left hand side with the engineering side. The analytical side should become thinner.”
Saurabh Gupta Aug 18, 2026 ▶ 21:59 3,000 Tools and Enterprises Only Use 15% of Them
Prediction Open · timeframe Jun 2046
Indries: AI will completely replace human accountants within 20 years
“Don't tell me that there'll be accountants 20 years from now. Why would you have an accountant when it's just math?”
Robert Indries Jun 16, 2026 ▶ 18:40 He Built LLMs in 2016 and Still Trusts Gut Over AI
Prediction Not checkable as stated
May: OpenAI and Anthropic will be pushed to raise inference prices
“I think it's going to get worse before it gets better, because my guess is as open AI and anthropic IPO, wall street's going to scrutinize their unit economics. And it's probably going to ask them to raise prices, push them to raise prices on inference.”
Rob May Apr 10, 2026 ▶ 14:12 Why the 7th Biggest Player in a Huge Market Beats the Winner in a Small One
Prediction Not checkable as stated
Levin: U.S. immigration and tariff barriers will benefit overseas startups
“To the extent that immigration policies are changing, tariff policies, a lot of things that are kind of becoming barriers for innovation in the U.S., in my opinion, are going to help overseas startups as well”
Ron Levin Mar 17, 2026 ▶ 24:09 Why the Co-Founder Who Stayed CEO Was the Right Call
Prediction Held up
Wong: Anthropic, Google, and Microsoft will clone OpenClaw in ten months
“My prediction is this within n number of months, less than 10 Entropic, now, now Open Claw become part of OpenAI, so that becomes the OpenAI part of this game. Entropic, Google, Microsoft, Everybody will have their equivalent of open, open call framework.”
Sze Wong Mar 3, 2026 ▶ 1:34 OpenClaw is the Most Dangerous AI Tool Ever Built
Prediction Not checkable as stated
Wong: Future startups will sell AI agent teams instead of SaaS
“We're not building, I mean, the analogy I'm using is you're not going to build an accounting software that people sign up for. You're going to build an accounting team that people hire. The AI team is the, is what people will hire in the future.”
Sze Wong Mar 3, 2026 ▶ 11:11 OpenClaw is the Most Dangerous AI Tool Ever Built
Prediction Not checkable as stated
Wong: The window of opportunity for AI agent startups is 18 months
“Today, It's very easy to get Vico into version 0.1, but from 0.1 to one takes a long time. Yes. And yeah, so that's today's, that's where we are today, but that's not going to last long. So this window of opportunity I think lasts about a year, year and a half…”
Sze Wong Mar 3, 2026 ▶ 29:48 OpenClaw is the Most Dangerous AI Tool Ever Built
Prediction Not checkable as stated
Putra: EightX risks going out of business within years from AI
“There's a chance that in a couple of years I won't have a business. And so we're grappling with that and that's part of why we're going very, very high touch.”
Matt Putra Feb 3, 2026 ▶ 16:13 Profitability Is Not a Math Problem, It Is a Human Problem
Prediction Not checkable as stated
Ustinov: Future Knowledge Work Will Center on Unified Context Over Apps
“And I strongly believe that in the future, most of the work with any kind of systems will look like this. Of course it wouldn't be a cursor. It would be like something nicer in terms of interface and everything. But the process of building up your context, bri…”
Seva Ustinov Nov 18, 2025 ▶ 37:24 He Manages $100M in Ad Spend With a Trick Nobody Tried Yet
Prediction Not checkable as stated
Weisbrot predicts rapid inflation due to Trump's policies
“We're going to see a lot of inflation very quickly because of Trump's policies.”
Sean Weisbrot Aug 15, 2025 ▶ 39:03 Your Business Isn't Stagnating, Your Mindset Is (Live Coaching)
Prediction Open · timeframe Aug 2026
Hepworth: Bitcoin will surpass $200,000 during the current market cycle
“Even though I think we're going to go up to 200 K plus the cycle, you could exit right now and you've still done a five X, but people don't do that.”
Frank Hepworth Aug 5, 2025 ▶ 22:08 More Millionaires Exist Than There Are Bitcoin to Own
Prediction Not checkable as stated
McKay: Familiarity and UX will decide the winner between ChatGPT and Claude
“That's what we'll win between Claude and ChatGPT. It's like for the average everyday user, the, Six billion people or whatever it might be. What's going to be most important for them is UI, UX, and how familiar they are with it and how often they use it. So if…”
Hamish McKay Jul 18, 2025 ▶ 22:26 Why Every Checkout Will Have This in 5 Years
Prediction Not checkable as stated
Reshoring manufacturing will require less diverse, software-customized product lines
“And so what we are going probably to see also is that reshoring is not reshoring the same Factories, but it's also not reassuring the same products. And so you can reassure when you rethink the product line to make it less diverse, but more catered to each aud…”
Renan de Villiers Jul 8, 2025 ▶ 4:54 He Called Deal Making a Lie - Then Fell in Love With It
Prediction Not checkable as stated
Jamison: AI Will Not Materially Impact Physical Trades Like Plumbing
“AI is not going to change how, you know, someone remodels a house, how a plumber changes the pipes, like that type of thing, and at least not in a material enough way to make a difference.”
Travis Jamison Jul 4, 2025 ▶ 3:49 30% IRR From Plumbers and Dry Cleaners? Here Is How
Prediction Not checkable as stated
Dubois: Workforce knowledge drain will cause major industrial failures and food contamination
“I think that we're going to see you know, maybe some kind of major failures in equipment or, you know maybe I hope not, but maybe you know, plants having, you know, explosions or major issues that way. Or I think that we may find that we start to see stuff sli…”
Brian Dubois Aug 11, 2024 ▶ 5:10 Lights Out Factories: When the Goal Is No Humans Inside
Prediction Open · timeframe Feb 2029
Joe Rare: US transition to CBDC will wipe out dollar wealth
“If they flip the US dollar into a, you know, a CBDC, right? That you're not going to get dollar for dollar exchange. They're not going to do it there. You're going to go, okay, well you have a million dollars and okay, great. We'll give you 500,000 dollars in …”
Joe Rare Feb 27, 2024 ▶ 37:47 4,000 Mistakes in Weeks Made It Look Like an Overnight Success
Prediction Not checkable as stated
Sparrow: B2B tech providers lacking natural language AI face obsolescence by 2024
“And my view is anyone who does not have that kind of interface a year from now is going to be uncompetitive. And that's especially true for any technology and service provider. But you're going to be seeing more and more of it inside of, you know, corporate wa…”
Kerry Sparrow Aug 29, 2023 ▶ 24:54 He Runs the World's Largest Labor Data Firm and Truth Terrifies Him
Prediction Not checkable as stated
Weisbrot: Refusing brain implants will cause job loss for next generation
“I feel like the next generation will be like, oh, if you don't want to get an implant in your brain, then you're going to lose your job. And you may lose out on economic opportunities because you're not willing to take that step.”
Sean Weisbrot Aug 15, 2023 ▶ 9:22 550 Million People, One Language, Zero Access to Venture Capital
Prediction Not checkable as stated
Reyes: Next major war will be fully automated and AI-powered
“I think the next big war is going to be fully automated. Like the problem is that it's going to be fully automated, but it's still including humans. So then we'll just have a massive chop, chop, chop of people. And it's gonna be, like, drones and chips and, li…”
Ricardo Michel Reyes Aug 15, 2023 ▶ 44:45 550 Million People, One Language, Zero Access to Venture Capital
Prediction Not checkable as stated
Reyes: Universal ChatGPT usage will eventually eliminate original human thought
“That there cannot be any more original thoughts because all thoughts are optimized to follow the Gaussian distribution because we are all using ChatGPT. So then like it's, we're just Sampling from the same distribution and there's no more creative people anymo…”
Ricardo Michel Reyes Aug 15, 2023 ▶ 45:31 550 Million People, One Language, Zero Access to Venture Capital
Prediction Not checkable as stated
Reyes: An AI-centered religion will eventually emerge for humanity
“We're gonna have to have some kind of a spiritual revolution towards how to live with AI. Like I'm sure there's gonna be some AI religion at some point.”
Ricardo Michel Reyes Aug 15, 2023 ▶ 48:19 550 Million People, One Language, Zero Access to Venture Capital
Prediction Not checkable as stated
Foster: AI will shrink product teams but make top talent highly valuable
“And I think the same kind of thing is going to happen when it comes to product as well, which is there's going to be a need for fewer product people, but the very best are going to be worth their weight in platinum.”
Ben Foster Jul 20, 2023 ▶ 11:32 AI Predicts the Next Word. It Cannot Predict the Next Car.
Prediction Not checkable as stated
Weisbrot: India will not replicate China's centralized manufacturing scale
“There's no way India will become a China because China, despite what's happening right now with COVID making it look like it's not organized. It's a very organized country and Xi Jinping has done a really good job of getting rid of corruption. And You know, th…”
Sean Weisbrot Mar 28, 2023 ▶ 36:20 10,000 Investor Meetings Later, He Saw One Same-Day Commitment
Prediction Open · timeframe Feb 2026
Niedel: MIT45 will be one of the first publicly traded kratom companies
“I mean, our vision right now is certainly to be one of the first public, if not the first publicly traded Kratom company in the world. And our revenue is supporting that. Our growth is supporting that. There'll be some uniqueness to figure out what exchange to…”
Ryan Niedel Feb 1, 2023 ▶ 28:24 Every New Level Has a New Devil - He Proved It From $5M to $75M
Prediction Not checkable as stated
Weisbrot: NFTs could replace smart contracts and STOs
“I think NFTs actually could replace smart contracts and STOs or security tokens.”
Sean Weisbrot Jul 19, 2022 ▶ 38:53 Turn Your Customers Into Investors Before You Ever Talk to a VC
Prediction Not checkable as stated
Weisbrot predicts individuals must own AI by 2040 to avoid economic subordination.
“You know, there's a good chance that by 2040, if you don't own your own AI, you will be owned by an AI that Google, Facebook, Apple, or Facebook, you know, one of these companies own. Like you basically have 20 years to make your money or you're going to becom…”
Sean Weisbrot May 10, 2022 ▶ 10:59 Why "Difficult, Costly, and Weird" Is Wired Into Your Brain
Prediction Open · timeframe Apr 2222
Weisbrot: Humans have maybe 200 years left before Earth becomes unlivable
“I think we've got 200 years left, maybe, before the Earth is unlivable for humans, and once all the humans are gone, the planet will rebound, the animals will come back, everything will be fine, and a new species will take over.”
Sean Weisbrot Apr 20, 2022 ▶ 33:35 He Froze Water in a Barn and Raised $30 Million
Prediction Not checkable as stated
Parrish: AI building its own application builders is over 20 years away
“Even though we can use voice to no code, we won't be able to use AI to just build the application builder itself likely by that point, just because there's a lot of server management logic and stuff like that, that needs to happen on the backend for that suppo…”
Darian Parrish Mar 24, 2021 ▶ 33:41 The Bezos Yawn Factor: Why No-Code Will Feel Mundane Soon
Prediction Not checkable as stated
Dragan: Technology will shift to carbon-based molecular biology within a decade
“And I think a lot of the ways that we're thinking about the world right now in terms of technology is going to shift in the next 10 years or so through molecular biology. So it's going to be less silicon based technology and more carbon based technologies. We'…”
Mike Dragan Feb 17, 2021 ▶ 36:07 The Hidden 95%: Why the EU Is Still an Untapped Market
Prediction Not checkable as stated
Weisbrot: Bitcoin's Creator Would Probably Be Executed if Identified
“If their identity is discovered, they will probably be executed. For upending the financial system.”
Sean Weisbrot Jan 26, 2021 ▶ 31:35 Why Credit Cards Took 35 Years — And Crypto Won't
Prediction Not checkable as stated
Gupta: Enterprises will consolidate fragmented data stacks into unified platforms
“So I think the first round of disruption and transformation that is going to happen is enterprises are going to look for Platforms and tools and products which can give end-to-end capability. They don't need to go too deep, but it should be one.”
Saurabh Gupta Aug 18, 2026 ▶ 19:23 3,000 Tools and Enterprises Only Use 15% of Them
Prediction Not checkable as stated
Weisbrot: AI Will Soon Build Trust Better Because It Is Non-Judgmental
“Maybe today, but I think very, very soon that's not going to be true, because AI is very good at making humans feel comfortable, and humans feel like AI isn't judging it because it's not another human. So I feel like AI will be capable of doing that if it's no…”
Sean Weisbrot Aug 4, 2026 ▶ 23:26 Talking to the $25/hr Shop Floor Worker Beat Every Spreadsheet
Prediction Not checkable as stated
Weisbrot: Workers Not Using AI Will Lose Jobs Within Years
“And I legitimately think they're all going to lose their jobs in the next few years.”
Sean Weisbrot Jun 23, 2026 ▶ 21:49 60 Days Down to 60 Minutes Changed How Shelton Thinks About His Own Team
Prediction Open · timeframe Jun 2028
Indries: Indistinguishable digital AI avatars are one to two years away
“Give it maybe one to two years and digitally, I will be able to create a digital avatar of myself that looks exactly like me, sounds exactly like me. You will not be able to tell.”
Robert Indries Jun 16, 2026 ▶ 14:51 He Built LLMs in 2016 and Still Trusts Gut Over AI
Prediction Not checkable as stated
Weisbrot: Neuralink Success Could Create a Zerg-Like Hive Mind
“I would say the Zerg would happen if Neuralink wins.”
Sean Weisbrot Jun 16, 2026 ▶ 24:58 He Built LLMs in 2016 and Still Trusts Gut Over AI
Prediction Not checkable as stated
Indries: People in Their Thirties Might Live for Hundreds of Years
“You and I might not die because we're like in our thirties. So we will evolve enough, you know, so that you can live to be a few hundred years old. And then if you live to be a few hundred years old, we might invent something, you know, that makes you basicall…”
Robert Indries Jun 16, 2026 ▶ 25:26 He Built LLMs in 2016 and Still Trusts Gut Over AI
Prediction Open · timeframe Jun 2031
McGregor: 6G architecture will instantly identify all callers, ending network anonymity
“So the six G architecture, we working with NVIDIA and a lot of these Ericsson, Google show that all calling is known at the instance of calling.”
Travis McGregor Jun 9, 2026 ▶ 27:52 He Presented from the Hip on Stage and Invented a World First in 90 Days
Prediction Open · timeframe Jun 2029
McGregor: AI infrastructure management will accelerate 6G rollout to three years
“You know, I think that six G is going to happen quickly because a lot of the foundational things is going to be run by AI. Meaning that a lot of the more of the basic setups and all that kind of stuff, the infrastructure stuff will be all AI, so we'll have eff…”
Travis McGregor Jun 9, 2026 ▶ 31:38 He Presented from the Hip on Stage and Invented a World First in 90 Days
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