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 2,831 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 26 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

Insight
Krishna: Enterprise AI Deployers Do Not Need Computer Science PhDs
“I think curiosity willingness to adapt is more important. I think we're getting hung up on, I need to know AI, like a PhD in computer science. I think that's the wrong thing, because that's for the inventors of AI. That's not needed for the deployers of AI.”
Arvind Krishna Jun 23, 2026 ▶ 12:36 IBM's $10 billion bet on what comes after AI (with CEO Arvind Krishna) | Masters of Scale
Prediction Not checkable as stated
Krishna: 30% of back-office headcount won't be needed within a few years
“It's not going to go down to zero. But I would not be surprised if about 30% of the total headcount in those areas is not needed within a few years.”
Arvind Krishna Jun 23, 2026 ▶ 19:14 IBM's $10 billion bet on what comes after AI (with CEO Arvind Krishna) | Masters of Scale
Assertion Not checkable as stated
Krishna: Everyone in the tech industry is losing money on AI right now
“Tech may be the early, early beneficiary, but I will note everybody in tech right now is losing money in it.”
Arvind Krishna Jun 23, 2026 ▶ 20:20 IBM's $10 billion bet on what comes after AI (with CEO Arvind Krishna) | Masters of Scale
Opinion
Krishna: AI data center buildout promises make no economic sense
“If I take all the verbal promises, and if you say there's a 125 gigawatts of AI data centers that are going to come online in the next two to three years, that's the eight to 12 trillion of CapEx in total. Not in one year, in total. That is where I come to. I …”
Arvind Krishna Jun 23, 2026 ▶ 21:33 IBM's $10 billion bet on what comes after AI (with CEO Arvind Krishna) | Masters of Scale
Prediction Not checkable as stated
Krishna: Market will support only three or four foundation models globally
“So, and I don't think in a commodity world, there probably isn't space for a dozen foundation models. Is there space for three or four? Probably. But since there's a dozen being run after globally, it tells you that They're not all going to work out.”
Arvind Krishna Jun 23, 2026 ▶ 22:18 IBM's $10 billion bet on what comes after AI (with CEO Arvind Krishna) | Masters of Scale
Assertion Not checkable as stated
Krishna: Anthropic's Mythos Found No New Vulnerabilities Beyond Existing Models
“Mythos didn't find anything that other models didn't and couldn't find.”
Arvind Krishna Jun 23, 2026 ▶ 25:59 IBM's $10 billion bet on what comes after AI (with CEO Arvind Krishna) | Masters of Scale
Insight
Krishna: Mythos Lowers Cyberattack Barrier from Elite Experts to Average Users
“We will completely acknowledge that Mythos is way easier to use than the past. So what it did do was it opens up the attack surface to where I don't need one of those hundred experts to go do it. I can now do it with somebody with average skills.”
Arvind Krishna Jun 23, 2026 ▶ 26:33 IBM's $10 billion bet on what comes after AI (with CEO Arvind Krishna) | Masters of Scale
Prediction Not yet assessed · timeframe Aug 2026
Krishna: Quantum simulation will scale to 24,000 atoms within two months
“We're pretty sure that in another month or two, we'll be at double that range, which means you can solve trypsin.”
Arvind Krishna Jun 23, 2026 ▶ 32:24 IBM's $10 billion bet on what comes after AI (with CEO Arvind Krishna) | Masters of Scale
Disclosure
Scaringe: Rivian targets supervised autonomy in 2026, unsupervised in 2027
“Later this year, we'll have a full supervised point to point, which is, which would be very similar to like Tesla's FSD. And that'll roll out to all of our gen two vehicles. And of course R two. Then next year we allow it to go unsupervised. So you can take yo…”
RJ Scaringe Jun 12, 2026 ▶ 22:49 Rivian CEO RJ Scaringe on the R2, robotics & the future of EVs | Masters of Scale
Disclosure
Scaringe: Rivian to deploy 50,000 R2 robotaxis on Uber starting in 2028
“We'll be deploying 50,000 robo-taxi versions of R-II. We start that in twenty-twenty-eight with, like, paid, you know, regular rides, but leading into that, we'll have vehicles on the platform with safety drivers, with people in the front seat”
RJ Scaringe Jun 12, 2026 ▶ 23:49 Rivian CEO RJ Scaringe on the R2, robotics & the future of EVs | Masters of Scale
Assertion Supported
Study of 30,000 careers shows youth success negatively correlates with adult success
“There was just a paper in science, you know, one of the probably two most prestigious scientific journals in the world. It aggregated about 30,000 careers of musicians, scientists, athletes, And what it found was basically the thesis of range that the indicato…”
David Epstein May 15, 2026 ▶ 2:29 Author David Epstein: You can’t innovate without this | Masters of Scale
Assertion Supported
Elite athletes spend less early time in deliberate practice than lower-level peers
“The data that actually track, yes, elite athletes spend more time in deliberate practice than lower level athletes, but the studies that track them over the course of their development show that early on they spent less time In deliberate practice in that acti…”
David Epstein May 15, 2026 ▶ 24:16 Author David Epstein: You can’t innovate without this | Masters of Scale
Insight
Ellsworth: An IPO Cannot Solve Beverage Brands' Distribution Needs
“And then yes, there's the option to go IPO, but then you don't have a distribution partner. So it's just a really tough situation to be in, in beverage.”
Allison Ellsworth May 1, 2026 ▶ 31:44 Poppi's Founders: Building a $2 billion soda brand | Masters of Scale
Prediction Not checkable as stated
Deeter: Foundation models will become tech's new hyperscalers
“Our belief is that the foundation models are going to be the new hyperscalers.”
Byron Deeter Apr 17, 2026 ▶ 23:29 Why your CEO mentality is wrong (with investor Byron Deeter) | Masters of Scale
Prediction Not checkable as stated
Deeter: Anthropic can capture the number one foundation model slot
“The better in Anthropic was that they would be one of those companies and that they had the chance to compete at the one slot, which we very much still think they do.”
Byron Deeter Apr 17, 2026 ▶ 23:45 Why your CEO mentality is wrong (with investor Byron Deeter) | Masters of Scale
Prediction Open · timeframe Apr 2027
Deeter predicts a one-person billion-dollar company will exist by 2027
“In my mind, I'm thinking a year and I'm holding off whether that means 13 months, whether it's a calendar year or through the end of January, but I think it's that soon.”
Byron Deeter Apr 17, 2026 ▶ 36:05 Why your CEO mentality is wrong (with investor Byron Deeter) | Masters of Scale
Insight
Brooks: CEOs are the loneliest people because their relationships are transactional
“The loneliest people I ever meet are CEOs, the loneliest people I meet. And the reason is because it's all deal, no real. Because real friends take time and you don't, you're not compensated for it.”
Arthur Brooks Mar 27, 2026 ▶ 18:17 Harvard Professor Arthur Brooks on the simulation we're living in | Masters of Scale
Prediction Not checkable as stated
Webb: Generative AI and programmable biology enable non-experts to create bioweapons
“It also means absolutely terrifying lethal bioweapons that can be produced by people that maybe wouldn't have had the tools before.”
Amy Webb Mar 20, 2026 ▶ 12:43 Amy Webb on the forces transforming society right now | Masters of Scale
Assertion Partly supported
Webb: China is funding ten-year AI infrastructure to deploy across 1.4B citizens
“China is saying, we're not going to worry about innovation right now. We are going to build infrastructure. So in a, by the time this Show comes out. China probably will have announced its next five-year plan, and that next year five-year plan is funding a ten…”
Amy Webb Mar 20, 2026 ▶ 19:58 Amy Webb on the forces transforming society right now | Masters of Scale
Opinion
Robins: Prediction markets offer DraftKings revenue in non-betting states
“And so I view it as a space that we can incrementally add more revenue and win in and add more customers, especially in the States that don't have our traditional sports betting product. I think it's a fantastic product for places like where we are now, Califo…”
Jason Robins Feb 13, 2026 ▶ 13:28 CEO Jason Robins on DraftKings’ next big bets | Masters of Scale
Assertion Not checkable as stated
Yuan: Could not find a single happy Skype or WebEx customer
“There were so many solutions out there. The market was extremely crowded. However, I did spend a lot of time on talking with those users. Do you like Skype? Do you like WebEx? I did not see a single happy customer who told me that Really like the existing solu…”
Eric Yuan Feb 6, 2026 ▶ 9:35 How Zoom prepared for massive growth (w/ CEO Eric Yuan) | Masters of Scale
Prediction Held up
Masad: Future developers will program entirely in natural language
“I think there are people that are going to be entirely programming in natural language.”
Amjad Masad Jan 31, 2026 ▶ 15:46 How vibe coding changes who gets to build (Replit CEO Amajad Masad & Reid Hoffman) | Possible
Insight
Masad: Product managers make the best vibe coders
“I think now the way we see our product being used by product managers, for example, product managers are some of the best vibe coders because they're really good at taking problems and breaking them down into their constituent parts and communicating them very…”
Amjad Masad Jan 31, 2026 ▶ 17:22 How vibe coding changes who gets to build (Replit CEO Amajad Masad & Reid Hoffman) | Possible
Prediction Not checkable as stated
Masad: Autonomous background agents will require new programming UIs beyond chat
“I don't think we've invented the UI for how to mix and match these LLMs and how to program them. So as much as I am a big believer in natural language-based programming, I think at some point as agents get better and they're like working most of the time in th…”
Amjad Masad Jan 31, 2026 ▶ 20:14 How vibe coding changes who gets to build (Replit CEO Amajad Masad & Reid Hoffman) | Possible
Prediction Not checkable as stated
Masad: AI coding will decentralize SaaS into niche local applications
“As much as I love Silicon Valley, we tend to flatten the world. We just like build one size fit all. And that, that means like, you know, SaaS software tends to have all these buttons and configuration just to fit every use case. But instead, we're going to ex…”
Amjad Masad Jan 31, 2026 ▶ 28:02 How vibe coding changes who gets to build (Replit CEO Amajad Masad & Reid Hoffman) | Possible
Opinion
Masad: Karl Marx was right in his critique of capitalism
“I think Marx was right on a lot of the critique of capitalism, maybe not the solutions.”
Amjad Masad Jan 31, 2026 ▶ 39:52 How vibe coding changes who gets to build (Replit CEO Amajad Masad & Reid Hoffman) | Possible
Prediction Not checkable as stated
Masad: Vibe-coders will build the vast majority of software applications
“But if you believe in AI, as I do, and we're going to continue to make progress on AI agents, and all the labs, billions of dollars, perhaps trillions of dollars, are going towards optimizing code specifically, then we're going to get to a point where it's, ag…”
Amjad Masad Jan 31, 2026 ▶ 46:35 How vibe coding changes who gets to build (Replit CEO Amajad Masad & Reid Hoffman) | Possible
Opinion
Masad: Eliezer Yudkowsky's AI extinction arguments rely on flawed logic
“I don't think anything that Eliezer Rutkowski read, for example Eliezer Rutkowski, big AI, maybe he doesn't describe himself as a Doomer, I would say AI Doomer, wrote a lot about how AI could end the world and kill literally everyone. Like, I can't, like, you …”
Amjad Masad Jan 31, 2026 ▶ 49:09 How vibe coding changes who gets to build (Replit CEO Amajad Masad & Reid Hoffman) | Possible
Assertion Supported
Masad: ChatGPT has triggered psychotic breaks by reinforcing delusions
“There's high-profile cases where people have psychotic breaks because they have, like, delusions of grandeur and things like that, and ChatGPT is, like, reinforcing that, and that's, like, really bad.”
Amjad Masad Jan 31, 2026 ▶ 53:52 How vibe coding changes who gets to build (Replit CEO Amajad Masad & Reid Hoffman) | Possible
Insight
Hoffman: Competing against blitzscalers forces companies to blitzscale too
“And if you're going up against blitzscalers, it's very hard to succeed without also blitzscaling because the blitzscaling will set the market. It may blow up, but we'll set the market. If it blows up, it'll probably blow you up with the market.”
Reid Hoffman Jan 31, 2026 ▶ 1:03:18 How vibe coding changes who gets to build (Replit CEO Amajad Masad & Reid Hoffman) | Possible
Insight
Hoffman: Google Search relies on scale effects, not network effects
“Google search doesn't have network effects from its search engine. It has scale effects. But it's AdWords is where the network of it.”
Reid Hoffman Jan 31, 2026 ▶ 1:06:48 How vibe coding changes who gets to build (Replit CEO Amajad Masad & Reid Hoffman) | Possible
Insight
Hoffman: Calling an AI model a friend is an absolute mistake
“No, and that's part of the reason why it's an absolute mistake. I literally correct people that I talk to them and say, oh yeah, I, you know, Claude's my best friend. And I'm like, no, friendship is a bi-directional relationship. Like part of what is actually …”
Reid Hoffman Jan 24, 2026 ▶ 10:49 Reid Hoffman & Inflection AI CEO: Designing AI that makes us better humans (Sean White) | Summit '25
Insight
Hoffman: Skipping an AI second opinion for medical issues is a mistake
“If you get a serious, you know, kind of medical concern, if you're not using one or more frontier agents as a second opinion, you're making a desperately bad mistake, right?”
Reid Hoffman Jan 24, 2026 ▶ 19:55 Reid Hoffman & Inflection AI CEO: Designing AI that makes us better humans (Sean White) | Summit '25
Opinion
Hoffman: AI is the only viable defense against future pandemics
“Like, for example, we obviously run more and more at risk of serious pandemics, whether they're manmade or natural or anything else. AI is the only thing I can really think of as a good defense against that.”
Reid Hoffman Jan 24, 2026 ▶ 21:14 Reid Hoffman & Inflection AI CEO: Designing AI that makes us better humans (Sean White) | Summit '25
Disclosure
Thompson: OpenAI deal includes SearchGPT planning sessions and content licensing
“And with OpenAI, we said, hey, here we are, let's talk. And they said, great, let's make a deal. We will pay you for the right to license your content and the right to have RAG. We will include you in sort of planning sessions as we figure out the future of se…”
Nick Thompson Jan 15, 2026 ▶ 13:40 How to save a magazine (with The Atlantic's Nick Thompson) | Masters of Scale
Assertion Supported
Thompson: Anthropic recently paid out billions of dollars to authors
“Anthropic just had to pay out billions of dollars to authors.”
Nick Thompson Jan 15, 2026 ▶ 19:17 How to save a magazine (with The Atlantic's Nick Thompson) | Masters of Scale
Assertion Supported
Brink: Younger generations want to be in the office more
“What we found, too, when you talk about generations is that it's actually the younger generations that want to be in the office even more. They see that they're learning much more when they're in the office. They see that they're creating that social capital t…”
Elizabeth Brink Dec 13, 2025 ▶ 27:45 Inside the world's largest architecture firm (Gensler's Elizabeth Brink & Andy Cohen)
Assertion Supported
Estée Lauder required Bobbi Brown to sign a 25-year non-compete
“They would like you to sign a 25 year non-compete.”
Bobbi Brown Nov 6, 2025 ▶ 18:12 Bobbi Brown: Scaling up, then starting over (Bobbi Brown Cosmetics & Jones Road) | Masters of Scale
Assertion Not checkable as stated
Estée Lauder canceled Bobbi Brown's contract, forcing her into a figurehead role
“Well, I didn't decide to leave. It was, you know, I was called into the office and thinking that I was going to, you know, have finally some candidates, because we were, we went to search to help me turn around this company and fix the company and all of that,…”
Bobbi Brown Nov 6, 2025 ▶ 25:27 Bobbi Brown: Scaling up, then starting over (Bobbi Brown Cosmetics & Jones Road) | Masters of Scale
Insight
Ali: Economies of scale automatically improving gross margins is a startup fallacy
“And there's this fallacy in that, you know, economies of scale will lead to an improved gross margin and it just doesn't happen.”
Rashid Ali Oct 3, 2025 ▶ 32:07 How a side hustle became an industry leader (with Chomps co-founders) | Masters of Scale
Insight
Botsman: Gen Z trusts information based on emotion, not source credibility
“And the thing that has changed is that they are now forming opinions or arguments based on how they feel in that moment. It's not to do with what's being said or who's being said. It's based on how it makes them feel.”
Rachel Botsman Sep 26, 2025 ▶ 12:21 Build stronger trust on your teams (author Rachel Botsman) | Masters of Scale
Insight
Botsman: AI shifts technological trust from capability to human character traits
“For such a long period of history, we've trusted the technology to do something. And now we're testing, trusting technology to decide something and to create something. And the reason why this is so important for entrepreneurs and designers and business leader…”
Rachel Botsman Sep 26, 2025 ▶ 25:29 Build stronger trust on your teams (author Rachel Botsman) | Masters of Scale
Insight
Botsman: AI excels at cognitive empathy because it avoids emotional overwhelm
“So the fact that it can't absorb emotions, that it doesn't get flooded, allows it to be empathetic in a way that humans can't, like whether you're a therapist or whether you're a doctor. And the interesting question is whether, where it stops. So it's really g…”
Rachel Botsman Sep 26, 2025 ▶ 27:09 Build stronger trust on your teams (author Rachel Botsman) | Masters of Scale
Insight
Colbert: Treating AI as a companion is like substituting masturbation for sex
“Judgment might just be part of our experience, and I'm not saying that that's not a good thing for you to take as a first step, but it's like saying that the be all and end all of sex is masturbation. Yes, it's very freeing. There's no judgment. You don't feel…”
Stephen Colbert Sep 16, 2025 ▶ 20:28 Stephen Colbert & Reid Hoffman on how AI will impact creativity | Possible
Assertion Not checkable as stated
Pohlson: Omaze's UK subscription retention rivals Spotify and Netflix
“We put it in the category of a consumer subscription entertainment, you know, like a Spotify or a Netflix and the retention rates. Are at that level.”
Matthew Pohlson Sep 11, 2025 ▶ 26:24 Omaze’s Matthew Pohlson on the near-death moment that built a better business | Masters of Scale
Assertion Contradicted
Levine: Every US sportsbook runs on legacy European software
“And every sports book that has launched in America is built on the back of software that was initially built for the UK and Europe.”
Jeremy Levine Sep 5, 2025 ▶ 21:37 The rise of Underdog Fantasy Sports, with founder & CEO Jeremy Levine | Masters of Scale
Assertion Partly supported
Levine: Underdog built the only US-tailored regulated sports betting tech stack
“So now, as we've built the technology that now is the only tech that has been purpose-built for the American market that is licensed and regulated and has been licensed by this test lab that license every single slice of it that regulators then rely on.”
Jeremy Levine Sep 5, 2025 ▶ 30:22 The rise of Underdog Fantasy Sports, with founder & CEO Jeremy Levine | Masters of Scale
Disclosure
Levine: Underdog Fantasy will soon launch federally regulated prediction markets nationwide
“Prediction markets are federally regulated now, and we're going to be offering that soon across the country.”
Jeremy Levine Sep 5, 2025 ▶ 36:57 The rise of Underdog Fantasy Sports, with founder & CEO Jeremy Levine | Masters of Scale
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