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 990 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 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 Didn’t hold up
Cohen: Nobody will use Concur, Amex GBT, or Salesforce by 2028
“In five years from now, nobody is using, going to use Conquer and Emacs. Nobody, by the way, nobody is going to use Salesforce.”
Ariel Cohen Feb 8, 2023 ▶ 24:12 Ariel Cohen: The Death of Salesforce; How OpenAI is Changing the Travel Industry | 20VC #975 · 20VC with Harry Stebbings
Prediction Didn’t hold up
Fabrice Grinda predicts UBS and Credit Suisse are too big to bail
“They're too big to bail. So it's not too big to fail. They're too big to bail. They're so big. They're bigger, the Swiss government does not have the underwriting power to underwrite it, and I could see them failing and bringing down Switzerland with them, and…”
Fabrice Grinda May 21, 2022 ▶ 42:54 Fabrice Grinda: The First Person to Predict the Collapse of Credit Suisse? | 20VC #886 · 20VC with Harry Stebbings
Prediction Held up
Laqua: Employees taking weekends off have no place at Corgi
“If your days off happen to be Saturday and Sunday every week, then you will not have a place at Corgi.”
Nico Laqua May 30, 2026 ▶ 8:43 The Hardest Working Startup in America | Nico Laqua, Co-founder & CEO @ Corgi · 20VC with Harry Stebbings
Prediction Held up
Lemkin: A $100 billion startup exit will happen within a year
“The big exits will solve it, right? The whizzes and the, I mean, we thought whizz was big. Now we have cursor. Now I'm going to win the bet of a hundred billion dollar exit in the next year.”
Jason Lemkin Apr 30, 2026 ▶ 1:05:12 Anthropic Raises $45B but Falls Short on Compute & Thoma Bravo Hand Back Medallia Keys to Creditors · 20VC with Harry Stebbings
Prediction Held up
O'Driscoll: Oracle will lay off 20k to 30k employees over AI capex strain
“The only person that's even struggling slightly to cover their nut is Oracle, right? Because they had the weakest balance sheet and the least compelling use case, which is why at some point they're going to throw 20 or 30,000 people over the side to make the P…”
Rory O'Driscoll Mar 12, 2026 ▶ 23:30 Anthropic vs The Pentagon: Who Wins? | The Data Center Arms Race | The Ultimate Stock Picks · 20VC with Harry Stebbings
Prediction Held up
Andrew Ng: Artificial general intelligence is decades or longer away
“So this phantom AGI, someday with AI, they can do everything a human can do. I think we're very far away from that. I would say, you know, like decades away, maybe even longer.”
Andrew Ng Nov 17, 2025 ▶ 14:32 AI Fund’s GP, Andrew Ng: LLMs as the Next Geopolitical Weapon & Do Margins Still Matter in AI? · 20VC with Harry Stebbings
Prediction Held up
O'Driscoll: OpenAI misses next year's revenue target by 40% if growth matches Google
“If all OpenAI is, Is just as good as Google, then it's going to miss its number next year by about 40%.”
Rory O'Driscoll Jun 5, 2025 ▶ 47:06 Is DPI The Only Thing That Matters? with Sam Lessin, Jason Lemkin & Rory O’Driscoll · 20VC with Harry Stebbings
Prediction Partly held up
Benioff: Salesforce Will Not Hire Software Engineers in 2025 Due to AI
“We're not adding any more software engineers next year because we have increased the productivity this year with AgentForce and with other AI technology that we're using for our engineering teams by more than 30% to the point where our engineering velocity is …”
Marc Benioff Dec 9, 2024 ▶ 12:33 Marc Benioff, Salesforce Founder: Why Salesforce Isn't Hiring Software Engineers | E1236 · 20VC with Harry Stebbings
Prediction Held up
ByteDance Will Delay TikTok Action Until After the US Presidential Election
“Likely, and I have no inside information here, I think ByteDance waits for the election, because they presume that Trump could get bought off by investors since, you know, he's a coin-operated person in his entire life, not just as in his presidency.”
Reid Hoffman Jun 10, 2024 ▶ 59:28 Reid Hoffman: The Future of TikTok and The Inflection AI Deal | E1163 · 20VC with Harry Stebbings
Prediction Didn’t hold up
LeCun: Autoregressive LLMs will be obsolete within a few years
“So my prediction is that within a few years, nobody in their right mind would use auto-reversive LLMs. They'll go away in favor of something more sophisticated and controllable. They can plan its answer as opposed to just produce one word after the other react…”
Yann LeCun May 15, 2023 ▶ 14:30 Yann LeCun: Meta’s New AI Model LLaMA; Why Elon is Wrong about AI; Open-source AI Models | E1014 · 20VC with Harry Stebbings
Prediction Didn’t hold up
Lemkin: Employees joining a $1B unicorn in 2023 will make nothing
“If as an employee, if you join a company with, in, in 2023 with a valuation over a billion as an employee, you're gonna make nothing. It doesn't matter what it sells for, you're gonna make nothing.”
Jason Lemkin Jan 13, 2023 ▶ 22:52 Jason Lemkin: WTF is Going On in VC? Are LPs Investing in New Funds? | 20VC #965 · 20VC with Harry Stebbings
Prediction Held up
Carney: Long-Term Interest Rates Will Rise Notably This Decade
“I believe that very central banker-y answer, but I believe long-term interest rates are going to rise, notably this decade. I long felt that we were in a low for long, and I felt that for a long time. I was right about it for a long time. Now I feel that there…”
Mark Carney Jan 10, 2022 ▶ 33:54 20VC: Former Governor of the Bank of England, Mark Carney on Why "Only the Niche Will Survive" in Crypto, How Governments and Central Banks Retain Control in a World of Decentralised Finance & The Winners and Losers in Crypto Exchanges and NFTs
Prediction Didn’t hold up
Ilishayev: GoPuff will be a multi-hundred billion dollar business by 2026
“And I think this business over the next five years is a multi-hundred billion dollar business.”
Rafael Ilishayev Jun 14, 2021 ▶ 33:03 20VC: GoPuff's Rafael Ilishayev on How GoPuff Has Been EBITDA Profitable From Day 1; The Unit Economics Behind GoPuff, With Intense Competition What Happens To The Food Delivery Space & What It Takes To Launch, Grow and Maintain New Markets
Prediction Didn’t hold up
Avi Meir: Business travel in 2021 will surpass 2019 levels
“I'm willing to bet That business travel will grow in twenty-twenty-one. Not based on twenty-twenty, based on twenty-nineteen.”
Avi Meir May 29, 2020 ▶ 13:41 20VC: TravelPerk's Avi Meir on Why 2021 Will Be A Record Year For Business Travel, The 3 Priorities For All Founders During COVID, What VCs Can Do To Really Support Their Founders In A Recession
Prediction Didn’t hold up
Facebook Will Launch a Crypto Coin and Become Bitcoin's Main Competitor
“Now, I will say also that on crypto, I think that there's a high probability that the company that will really succeed in crypto will be Facebook, and the reason is that for them to launch their own coin and for them to distribute that coin and allow developer…”
Darian Shirazi Apr 6, 2018 ▶ 24:52 20VC: Why Facebook Will Be The Company To Succeed in Crypto, Why Founders Should Be Actively Angel Investing & Commonalities of Great Leadership From Mark Zuckerberg to Mark Pincus with Darian Shirazi, Founder & CEO @ Radius
Prediction Held up
Lee predicts an imminent, massive crash in the ICO market
“So I fear that there's going to be a huge crash in the whole ICO market sometime soon.”
Charlie Lee Sep 15, 2017 ▶ 17:19 20VC: Litecoin Founder, Charlie Lee on Why ICO's Are The Biggest Threat To Crypto, Why Ethereum Will Run Into Huge Scalability Problems & How To Assess The Trade Off Between Decentralisation & Scale
Prediction Didn’t hold up
O'Driscoll: Software valuations will never reach 20x revenue multiples again
“Give me 30% growth, give me profits, give me a story that's got some future in it, and I'll get you back to five times. I'll never give you 20 times again. I won't fall for that one this time.”
Rory O'Driscoll May 14, 2026 ▶ 46:14 Anthropic Buys Compute From Elon & Commits $200BN to Google | Cerebras IPO | Ramp Raises at $40BN · 20VC with Harry Stebbings
Prediction Held up
Lemkin: AI agents render Marketo, Outreach, and Salesloft worthless
“They're not going to recommend Marketo for your agent to do marketing automation, ok? In fact, it mocked Marketo outreach and sales loft as tools useless to agents. Ok, this API grid. They said there is no place in the, an agent will never send an email throug…”
Jason Lemkin Apr 30, 2026 ▶ 7:26 Anthropic Raises $45B but Falls Short on Compute & Thoma Bravo Hand Back Medallia Keys to Creditors · 20VC with Harry Stebbings
Prediction Held up
Lemkin: US government will block Anthropic indefinitely regardless of court rulings
“The government's going to say you're either going to agree to this or we're going to freeze you out of the US economy. And it doesn't matter what a court says. Because they'll come up with another justification. There'll be another one. There'll be a different…”
Jason Lemkin Mar 12, 2026 ▶ 5:55 Anthropic vs The Pentagon: Who Wins? | The Data Center Arms Race | The Ultimate Stock Picks · 20VC with Harry Stebbings
Prediction Held up
Lemkin: Fortune 500 will actively replace human employees with AI by year-end
“By the end of this year, that, that train is going to be so far out of the station that, that these growth numbers will be jaw dropping because we will decide enterprises will the fortune 500 or global 2000 will decide we are replacing humans with AI.”
Jason Lemkin Feb 19, 2026 ▶ 15:03 Thrive Raises New $10B Fund | OpenAI Buys OpenClaw | Stripe at $140B: Is Adyen Wildly Undervalued? · 20VC with Harry Stebbings
Prediction Partly held up
Lemkin: 2026 will mark the end of entry-level sales jobs
“There'll be, this is the year where we will see the end of so many entry-level sales jobs. We still need AEs. We still need people knocking on doors. We do not need two-year-old kids sending emails. Those jobs will disappear.”
Jason Lemkin Jan 8, 2026 ▶ 1:18:01 Groq’s $20BN NVIDIA Deal | Why Sam Altman Doesn’t Care About Dilution & Invisible Unemployment 2026 · 20VC with Harry Stebbings
Prediction Held up
O'Driscoll: US fintechs will use anti-China messaging against foreign rivals
“Competitors are going to be the people who use it first. Because if I was an all-American fintech company, I'd have my all-American flag out there and say, these guys are a bunch of commies. They have commies looking at your data. We're, you know, our stuff is…”
Rory O'Driscoll Dec 11, 2025 ▶ 1:24:14 SpaceX Valued at $800BN & Harvey Raises $160M at an $8BN Price & Netflix Acquires Warner Brothers · 20VC with Harry Stebbings
Prediction Held up
Taneja: Anthropic's enterprise business will be bigger than OpenAI's
“I think their enterprise business I'd argue will be bigger than OpenAI if it already isn't already not having spent that much.”
Hemant Taneja Sep 22, 2025 ▶ 40:38 General Catalyst CEO, Hemant Taneja: Lessons Scaling GC to $40BN in AUM · 20VC with Harry Stebbings
Prediction Held up
David protein bars will hit $100M revenue in first year
“And then with David, he's raised eighty-five million dollars from Green Oaks, Peter Atiyah, Andrew Huberman, and in their first year alone, they're gonna do a hundred million dollars in revenue.”
Harry Stebbings Aug 8, 2025 ▶ 0:42 20VC: The $BN Greenoaks Backed Protein Bar | Hitting $100M Revenues in David's First Year: Lessons & Mistakes | $0 to $600M: The Untold RXBAR Story | Product-Market-Fit, Pricing, Branding: What Every Founder Gets Wrong Today with Peter Rahal
Prediction Didn’t hold up
Lemkin: OpenAI's hardware device will launch within a year for $20
“This is going to be huge. It will launch in a year. It will be massively subsidized. So it'll be 20 bucks for this device. Okay. They will figure out the form factor. I don't know what the right combination is, whether it's embedded in your ear, like the baris…”
Jason Lemkin May 29, 2025 ▶ 47:53 OpenAI’s $6BN Jony Ive Deal & YC Is Both Chanel and Walmart, and Has Officially Won! · 20VC with Harry Stebbings
Prediction Didn’t hold up
Hoffman predicts Bitcoin will approach $200,000 by the end of 2025
“I would say end of 25, so I'm approaching 200,000.”
Reid Hoffman Dec 16, 2024 ▶ 59:11 Reid Hoffman, LinkedIn & Paypal Founder: Trump Administration, Elon Musk and DOGE | E1239 · 20VC with Harry Stebbings
Prediction Held up
Hoffman: DOGE has zero chance of cutting $2T without defense cuts
“There is next to zero chance that the missions that they have declared will be successful because the only way to get two trillion out of the budget would be to massively reduce the deficit and reduce defense spending.”
Reid Hoffman Dec 16, 2024 ▶ 0:04 Reid Hoffman, LinkedIn & Paypal Founder: Trump Administration, Elon Musk and DOGE | E1239 · 20VC with Harry Stebbings
Prediction Held up
Benioff: Salesforce Will Reduce Support Engineer Headcount in 2025
“We will have less support engineers next year because we have an agentic layer”
Marc Benioff Dec 9, 2024 ▶ 12:53 Marc Benioff, Salesforce Founder: Why Salesforce Isn't Hiring Software Engineers | E1236 · 20VC with Harry Stebbings
Prediction Held up
Marc Benioff Predicts AGI Will Not Be Achieved in 2025
“I don't think we are in AGI in twenty-twenty-five, so I think that's an optimistic thought.”
Marc Benioff Dec 9, 2024 ▶ 39:21 Marc Benioff, Salesforce Founder: Why Salesforce Isn't Hiring Software Engineers | E1236 · 20VC with Harry Stebbings
Prediction Held up
Stebbings: 2021 Venture Vintage Will Show Poor Returns Amid Inflated Valuations
“I'm pretty worried for venture as an asset class. I think 21 will be some pretty bad numbers and a really shitty vintage, and I think people are artificially keeping numbers high, and I don't think LPs have quite the understanding of how bad it is.”
Harry Stebbings Dec 6, 2024 ▶ 49:49 Zachary Bookman: Why Valuations and Fundraising are BS | E1235 · 20VC with Harry Stebbings
Prediction Didn’t hold up
Grimm predicts Russia-Ukraine negotiated settlement within the next year
“My guess is that and it's a complete conjecture here. I have no insider information whatsoever, but my guess is that we see some sort of detente or some sort of negotiated settlement take place probably over the next year would be my guess. And if I had to bet…”
Matt Grimm Nov 11, 2024 ▶ 10:42 Matt Grimm, Co-Founder @Anduril: How a Trump Administration Changes the Defence Industry | E1224 · 20VC with Harry Stebbings
Prediction Held up
Narayanan: Restricting global access to AI models will fail
“Even if one country decides that models should be closed, the odds of getting every country to enact that kind of, ah, ah, rule are, you know, just vanishingly small. So if our approach to safety with AI is going to be premised on ensuring that quote unquote b…”
Arvind Narayanan Aug 28, 2024 ▶ 42:54 Arvind Narayanan: AI Scaling Myths, The Core Bottlenecks in AI Today & The Future of Models | E1195 · 20VC with Harry Stebbings
Prediction Held up
Peets rejects sales reps unwilling to make a 30-minute commute
“If a sales inside salesperson is not willing to make the sacrifice of a 30 minute commute every day to further his own career, I don't want that person.”
Chad Peets Aug 23, 2024 ▶ 49:29 Chad Peets: Why Most Sales Reps Underperform & Remote Reps Ignore Development | E1193 · 20VC with Harry Stebbings
Prediction Held up
Mollick: Open-source AI safety guardrails will be breached immediately
“And I do think that open models will immediately have their guardrails breached.”
Ethan Mollick Jul 31, 2024 ▶ 16:28 Ethan Mollick: Why OpenAl Abandons Products, The Biggest Opportunities They Have Not Taken | E1184 · 20VC with Harry Stebbings
Prediction Held up
Eisenberg predicts more private equity software investments will see Pluralsight-style zeroes
“I'm not concerned. I'm certain. It's happening.”
Michael Eisenberg Jun 19, 2024 ▶ 38:55 Michael Eisenberg: How China Could Overtake the US in the AI Race | E1167 · 20VC with Harry Stebbings
Prediction Held up
Billy Hult predicts Donald Trump will win the presidential election
“I think he will, and I, you know, it starts with he can, but I think it ends with he will.”
Billy Hult Mar 29, 2024 ▶ 59:45 Billy Hult: 27 Years of Compounding Growth Leading to the Market Leader with $1.4BN in Revenue|E1134 · 20VC with Harry Stebbings
Prediction Didn’t hold up
Rabois: Donald Trump will not win the 2024 Republican presidential nomination
“You know, as you've probably seen on Twitter, I don't even believe he's gonna be the Republican nominee for president.”
Keith Rabois Jan 12, 2024 ▶ 1:09:17 Keith Rabois on Rejoining Khosla Ventures | E1102 · 20VC with Harry Stebbings
Prediction Held up
Rabois: Ramp will beat Brex and become 10x more valuable
“Ramp is absolutely going to be the winner. Probably will be two, three, four, five, 10 times more valuable.”
Keith Rabois Jan 12, 2024 ▶ 18:55 Keith Rabois on Rejoining Khosla Ventures | E1102 · 20VC with Harry Stebbings
Prediction Didn’t hold up
Tomaino: Donald Trump will run for president and win from a jail cell
“I think he'll be running and winning from a jail cell as well. The entertaining, the most entertaining outcome is is the most likely, right?”
Nick Tomaino Jan 8, 2024 ▶ 44:56 Crypto Roundtable with Nick Tomaino & Kyle Samani: US Elections, NFTs, and Trump | E1100 · 20VC with Harry Stebbings
Prediction Didn’t hold up
Mostaque: Only 5 or 6 foundation model companies will exist in 3-5 years
“I think that there's only going to be five or six foundation model companies in the world in three years, five years. I think it's going to be us, Nvidia, Google, Microsoft OpenAI, and Meta and Apple probably are the ones that train these models.”
Emad Mostaque Nov 24, 2023 ▶ 0:55 The Ultimate AI Roundtable: What Happens Now in AI, Why Google are Vulnerable | E1085 · 20VC with Harry Stebbings
Prediction Didn’t hold up
Mostaque: No AI models available today will be used in a year
“The reality is no models that are out today will be used in a year.”
Emad Mostaque Nov 24, 2023 ▶ 2:56 The Ultimate AI Roundtable: What Happens Now in AI, Why Google are Vulnerable | E1085 · 20VC with Harry Stebbings
Prediction Didn’t hold up
Kaden: Seed-stage startup valuations will decrease in the near future
“I think seed valuations are going to go down.”
Rebecca Kaden Nov 17, 2023 ▶ 8:38 Roundtable #6 with Rebecca Kaden, Nicole Quinn, Eurie Kim, Harry Stebbings | E1083 · 20VC with Harry Stebbings
Prediction Held up
Maples: High-Priced Seed Deals Like Character.ai Won't Return 100x
“Expensive, high-priced investment, and hopefully it works, but you're not going to make a thousand times your money on that deal. You're probably not going to make a hundred times your money, even in the best of circumstances.”
Mike Maples Sep 20, 2023 ▶ 8:37 Is the VC Model Broken? Jason Lemkin, Mike Maples, Eric Paley & Harry Stebbings Debate | E1062 · 20VC with Harry Stebbings
Prediction Didn’t hold up
Emad Mostaque: No Current AI Models Will Be Used in a Year
“The reality is no models that are out today will be used in a year.”
Emad Mostaque Sep 15, 2023 ▶ 16:21 20VC: The Biggest AI Leaders on What Matters More; Model Size or Data Size & Where Does The Value in AI Accrue; to Startups or to Incumbents
Prediction Didn’t hold up
Stebbings: Threads will stall at 5M DAU while Twitter grows
“I would say threads does not work. Maybe it teases along at five million DAU with hardcore small numbers. And I would say Twitter has modest growth to Two 75, 300 with election spikes.”
Harry Stebbings Aug 16, 2023 ▶ 1:03:47 Brian Balfour: Startup Growth Secrets from HubSpot; Distribution Stratagies; Impact of AI | E1049 · 20VC with Harry Stebbings
Prediction Didn’t hold up
Lemkin predicts 26 tech companies will IPO in H2 2024
“And I may have the timing all wrong. I'm too optimistic, but I think there's 26 of them, which is one a week. I think there's 26 good companies at 200 that can IPO in 26 weeks in the back average.”
Jason Lemkin Aug 11, 2023 ▶ 50:56 DEBATE: State of Seed Investing w/ Jason Lemkin, Sam Lessin, Frank Rotman & Harry Stebbings | E1047 · 20VC with Harry Stebbings
Prediction Held up
Kohli: A tech startup M&A acquisition spree will not happen
“The appetite to Just do rapid set of acquisitions in this market. I don't think it's going to happen. And then in the private markets the key question that's going to come up is what price do you believe? Right? Meaning if you're a private company and you've r…”
Avlok Kohli May 9, 2023 ▶ 13:21 How Dire is the Startup Funding Market Today? | AngelList CEO Avlok Kohli · 20VC with Harry Stebbings
Prediction Didn’t hold up
Carney: Recent Regional Banking Failures Put a Silver Bullet Into Stablecoins
“I think this probably puts a, you know, a silver bullet into stable coins.”
Mark Carney May 1, 2023 ▶ 31:30 Mark Carney: First Republic Bank Fails; Will Interest Rates Rise? Global Warming's Net Zero | E1008 · 20VC with Harry Stebbings
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