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 974 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 974 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 Nov 2033
Seibert predicts runaway climate change is less than ten years away
“Runaway climate change is less than 10 years out.”
Jeff Seibert Nov 22, 2023 ▶ 54:25 Jeff Seibert: Why OpenAI Will Become an Infrastructure Play | E1085 · 20VC with Harry Stebbings
Prediction Open · timeframe Oct 2028
Gap Between TVPI and DPI Will Be Largest in Venture History
“The chasm between TVPI and DPI will be the biggest in venture history.”
Harry Stebbings Oct 20, 2023 ▶ 10:50 20VC: NEW FORMAT: Harry Stebbings on Why Seed Pricing is as High as Ever, Why Series A is the Best Place to Invest Today, Why Growth Founders Need to Reshape Expectations, Why M&A Windows Remain Shut and When Will IPO Windows Crack Open
Prediction Open · timeframe Sep 2028
Lanng: Copyright Issues Will Not Severely Impede AI Model Training
“I think the copyright issues are trending in a direction where I don't think it's going to be a major problem. I mean, fair use, I think, is, is, is, is covering this fairly well”
Christian Lanng Sep 27, 2023 ▶ 1:09:07 Christian Lanng: "How Being a Founder Almost Killed Me" | E1065 · 20VC with Harry Stebbings
Prediction Open · timeframe Aug 2028
Lemkin: Inexperienced first-time fund managers will never raise $50M again
“Emerging managers are delusional about how hard it is to raise a fund one with no track record. Like what you could do in 20, 21 is as unprecedented in the history of the industry where someone with some Twitter followers and never having a record could raise …”
Jason Lemkin Aug 9, 2023 ▶ 1:06:00 Jason Lemkin: Every VC has a FRAUD in their portfolio; The IPO market is about to EXPLODE | E1046 · 20VC with Harry Stebbings
Prediction Open · timeframe Jul 2033
Salesforce Will Lose Its Top CRM Market Position Within 10 Years
“So I would say I am bearish on Salesforce ability to stay number one over the next decade.”
Jean-Denis Greze Jul 21, 2023 ▶ 39:32 Jean-Denis Greze: CTO of Plaid, the $18B Fintech Startup; How to Hire, Fire & Build Great UX | E1038 · 20VC with Harry Stebbings
Prediction Open · timeframe Jun 2033
Douwe Kiela: AI will displace the majority human workforce within 5-10 years
“If you look at how OpenAI and Anthropic and these places define AGI, it's as systems achieving capabilities that allow them to effectively do the work of humans for the majority of economically valuable human tasks. Then we're not that far away from it. And so…”
Douwe Kiela Jun 30, 2023 ▶ 52:02 Douwe Kiela: Why Data Size Matters More Than Model Size; Why Open Source Isn't Going to Win | E1032 · 20VC with Harry Stebbings
Prediction Open · timeframe Jun 2028
A New AI Paradigm Will Displace Notion and Google Docs
“It probably something will come and destroy Notion and Google Docs and all of them with a totally new paradigm that is made possible by AI, and certainly these incumbents won't do it.”
Alex Lebrun Jun 19, 2023 ▶ 24:46 Alex Lebrun: Why the EU's AI Regulation is a Disaster; How Zuck Prepares for Meetings | E1027 · 20VC with Harry Stebbings
Prediction Open · timeframe Jun 2028
Expert: Proprietary LLMs will fall behind open-source models
“The scenario I think will happen, and I'm certainly rooting for, is the scenario I described earlier, where you have some sort of open platform for base LLMs. So base LLMs basically would be seen as a basic infrastructure. TCP, IP, Linux, Apache, completely op…”
Yann LeCun Jun 2, 2023 ▶ 15:08 20VC: Who Wins the AI Race; Startups or Incumbents & Does Having Proprietary Data Really Matter For Startups Today?
Prediction Open · timeframe May 2028
Stebbings: $2 billion venture funds will fail to hit 3x returns
“Trust me, you ain't shooting three X on that two billion dollar fund.”
Harry Stebbings May 22, 2023 ▶ 1:01:32 Nico Wittenborn: Consumer Subscription Apps; Using Evolutionary Biology to Invest; Solo GP's | E1017 · 20VC with Harry Stebbings
Prediction Open · timeframe May 2028
LeCun: Public will reject proprietary AI and demand open-source infrastructure
“They would be so pervasive, so much will ride on, on those systems that I don't think anyone will accept that those assistant being behind Event Horizon in a private company, they will insist that the infrastructure is open.”
Yann LeCun May 15, 2023 ▶ 20:18 Yann LeCun: Meta’s New AI Model LLaMA; Why Elon is Wrong about AI; Open-source AI Models | E1014 · 20VC with Harry Stebbings
Prediction Open · timeframe May 2028
LeCun: Proprietary AI models will fall behind open-source models
“So I think the proprietary approaches will actually fall behind.”
Yann LeCun May 15, 2023 ▶ 31:17 Yann LeCun: Meta’s New AI Model LLaMA; Why Elon is Wrong about AI; Open-source AI Models | E1014 · 20VC with Harry Stebbings
Prediction Open · timeframe Dec 2050
Carney: Achieving Net Zero Requires Growing Nuclear Power 50% by 2050
“There's no net zero without nuclear power. A lot of people don't like to think about nuclear and think that there's an easy right to shut it down, but in fact we have to grow it by another 50% between now and twenty-fifty worldwide.”
Mark Carney May 1, 2023 ▶ 51:43 Mark Carney: First Republic Bank Fails; Will Interest Rates Rise? Global Warming's Net Zero | E1008 · 20VC with Harry Stebbings
Prediction Open · timeframe Mar 2028
Coates: Shopify competes directly with Amazon today
“Well, I mean, Shafak meets with Amazon today. Oh, absolutely. Hundred percent. Hundred percent.”
Glen Coates Mar 8, 2023 ▶ 45:04 Glen Coates: Why Shopify Will Dominate Amazon; How Microsoft Made Smartest Move of 2023 | E986 · 20VC with Harry Stebbings
Prediction Open · timeframe Jan 2028
Lemkin: Boom-era micro-funds are already decimated and don't know it yet
“I think they're going to be decimated. I think they already are decimated and they don't know it.”
Jason Lemkin Jan 13, 2023 ▶ 41:45 Jason Lemkin: WTF is Going On in VC? Are LPs Investing in New Funds? | 20VC #965 · 20VC with Harry Stebbings
Prediction Open · timeframe Nov 2027
Lemkin: Overfunded pre-PMF SaaS startups will all fail
“I don't see any way any of them succeed.”
Jason Lemkin Nov 30, 2022 ▶ 32:47 Jason Lemkin: Cold Email Tips; Why Only 15% of Founders Listen to their VCs | 20VC #954 · 20VC with Harry Stebbings
Prediction Open · timeframe May 2027
Lemkin: 50 active startup founders will raise nine-figure venture funds
“There's too many founders that are going to raise nine-figure funds, While they're running their own startups, and it used to be a bad sign for the startup. How could you do anything other than run your own startup? But it doesn't matter what you and I think, …”
Jason Lemkin May 6, 2022 ▶ 48:07 20VC: Why the Traditional Seed Fund Model No Longer Works, Why Multi-Stage Funds Investing at Seed Bring Signaling Risk but also Less Pressure, The One Criteria All Potential Sales Hires Need to Have and The Clear Signs of 10x Sales Hires with Jason Lemki
Prediction Open · timeframe Sep 2031
Salur: 10-minute grocery delivery will exist wherever pizza delivery exists by 2031
“But in the long run, let me tell you this, Harry. The long run, if there's pizza delivery in any small town, there'll be a service like Getir, whether Getir will be there or something similar, will be there. Next five to 10 years, everywhere there's pizza deli…”
Nazim Salur Sep 16, 2021 ▶ 28:02 20VC: Getir Founder, Nazim Salur on The Future of Last Mile Convenience, Who Will Win? Lessons on Driver Acquisition and Efficiency, Zone Maturity and Time To Profitability and Scaling to 300 Cities in the US in 2022
Prediction Open · timeframe Aug 2026
Nubank Will Eventually Become the Largest Bank in the World
“Nubank is not only the largest challenger bank in the world. We think one day it could become the largest bank without the challenger. They will become an incumbent bank, the number one in the world”
Nicolas Szekasy Aug 16, 2021 ▶ 18:03 20VC LATAM: LATAM's Largest Fund, Kaszek Ventures on Scaling from $100M to $1BN, Why Capital is not a Source of Moat & Why LATAM is More Than Copycat Companies with Nicolas Szekasy, Co-Founder @ Kaszek Ventures
Prediction Open · timeframe Jul 2025
Palihapitiya predicts venture capital returns will decay to single-digit IRRs globally
“The thing that I think people need to realize is as that happens, returns will decay. And it happens in every market when you expand. So real estate used to generate 30% IRRs. Now they generate high single digit IRRs. But the asset class and the category is a …”
Chamath Palihapitiya Jul 13, 2020 ▶ 47:00 20VC: Chamath Palihapitiya on Why IPOs and Direct Listings Are Broken, Turning Social Capital Into A Combination of Berkshire Hathaway, Koch Industries and The Red Cross, Why Forecasts Are Worthless, What Creates True Defensibility & Why You Have To Be Pr
Prediction Open · timeframe Nov 2023
Hampton Creek will suffer a massive down round
“From tech VC firms, and we're seeing, you know, the mayonnaise company with a nine hundred million dollar valuation and fifteen million dollars revenue. That math doesn't make any sense. It's offensive. They're not going to have a successful exit. They will ha…”
Ryan Caldbeck Nov 2, 2018 ▶ 17:32 20VC: Ryan Caldbeck on Why The Business Model of VC is Broken, Who is To Blame, How The Best Funds Will Use Data Intelligently Moving Forward & Whether We Are In A Consumer Bubble Or Not?
Prediction Open · timeframe Aug 2023
Garg: Crypto companies will eventually recentralize in Silicon Valley
“So what I would expect will happen is actually, over time, crypto companies will actually recentralize in large part to Silicon Valley.”
Avichal Garg Aug 20, 2018 ▶ 24:08 20VC: The 2 Core Areas Value Will Accrue In Crypto, Why Crypto Will Drive The Re-Centralisation of Talent Back Into Silicon Valley & Why Regulation Is The Opposite of What We Should Be Concerned By in Crypto with Avichal Managing Partner @ Electric Capita
Prediction Open · timeframe Aug 2117
Bannon: Animal agriculture will be completely eliminated within 100 years
“I believe that animal agriculture will be eliminated from the face of the earth within the next hundred years.”
Seth Bannon Aug 7, 2017 ▶ 26:59 20VC: Why We Will Continue To See An Explosion In Deep Tech Financing, Why Much of Silicon Valley's Talent Is Going To Waste & How Fund Cycles Need To Be Adjusted To Work With Deep Tech with Seth Bannon, Founding Partner @ Fifty Years
Prediction Open · timeframe Apr 2022
Naval Ravikant: Drones will replace every weapon system on the planet
“I think drones are going to replace every single weapon system on the planet. They're going to replace Everything from aircraft carriers to airplanes, to infantrymen, soldiers. Once drones get small enough and effective enough, no other form of character will …”
Naval Ravikant Apr 10, 2017 ▶ 16:04 20VC: AngelList's Naval Ravikant on The Secrets To Success At Seed, Why Micro VC Is The Return of Traditional Series A & Why We Will See The Unbundling Of Traditional VC Brands
Assertion Not yet assessed · timeframe Sep 2027
O'Driscoll alleges Poolside effectively cashed out via Nvidia product license
“A few weeks ago, Poolside effectively didn't, they would deny that they sold, but they sold a license for their product to NVIDIA, which was an open weight enterprise US focused model, and they, you know, the company still exists, but they cashed out quite a l…”
Rory O'Driscoll Sep 10, 2026 ▶ 1:18:13 Jensen Huang Declares AGI Has Arrived | Tesla Launches Cybercabs | Index Pulls Out of Town
Prediction Not yet assessed · timeframe Sep 2029
Weitzman: Buying Rubin GPUs yields one year advantage over cloud renters
“If I want a Reuben, which is like these much faster GPUs, I'll get it faster if I buy it than if I wait for Google to buy it, and then there's other people in front of me in line. So I'm gonna skip the queue by like a lot, and then I'm gonna have like a year o…”
Cliff Weitzman Sep 5, 2026 ▶ 18:15 How to Build Your Own Data Center & Why Every Startup Should Do It
Assertion Not yet assessed · timeframe Sep 2026
Weitzman: Speechify holds 98% of B2C text-to-speech App Store installs
“The first one is if you go to the App Store and you search text-to-speech, Speechify has 98% of the installs in text-to-speech for B to C.”
Cliff Weitzman Sep 5, 2026 ▶ 26:47 How to Build Your Own Data Center & Why Every Startup Should Do It
Assertion Not yet assessed · timeframe Sep 2027
Stebbings: 30 to 40 startups have raised $100M to $300M seed rounds
“I mean, there's 30, 40 companies that at seed have raised a hundred to three hundred million.”
Harry Stebbings Sep 5, 2026 ▶ 35:13 How to Build Your Own Data Center & Why Every Startup Should Do It
Prediction Open · timeframe Sep 2027
O'Driscoll: Probability of Nvidia Missing Near-Term Earnings Is Zero
“The demand for their product is such that they're entirely supply constrained, so the probability of a near-end miss is plus or minus zero, right?”
Rory O'Driscoll Sep 3, 2026 ▶ 2:02 NVIDIA Crushes Quarter | OpenAI Cuts Off Cursor | Instinct Hits $2.5B Valuation
Prediction Open · timeframe Dec 2027
Katz: ClickHouse will surpass $1B in ARR before December 2027
“Well, I'd put the over under at December, 20, 27. And I would take the under.”
Aaron Katz Aug 31, 2026 ▶ 39:09 ClickHouse CEO: AI Margins Need to Improve | Revenue Concentration Should be a Concern
Prediction Open · timeframe Aug 2029
Reyes: Nvidia will likely hit a $10 trillion market cap within three years
“I think that there's a real serious chance that if we let SpaceX Be worth two or three trillion, then NVIDIA probably is worth 10. And so I think that the answer's likely yes.”
Eno Reyes Aug 29, 2026 ▶ 1:20:03 Should American Enterprises Work With Open-Source Chinese Models? | Only 10% of Neo-labs survive
Prediction Open · timeframe Aug 2031
Stebbings Predicts Largest AI Data Providers Will Reach $200B
“I think your largest data providers will be two hundred billion dollar companies.”
Harry Stebbings Aug 27, 2026 ▶ 20:14 Anthropic's $30T Assumption & OpenAI Confirms IPO | Why Customer Service & Robotics are Overinflated
Prediction Open · timeframe Aug 2031
Bek: Next trillion-dollar company will be software masquerading as services
“So the prediction was that the next trillion dollar company will be a software company that masquerades as a service business. It's very important the masquerading because they cannot be a service company.”
Julien Bek Aug 24, 2026 ▶ 1:06:57 Inside Sequoia's Investment Committee | How the SpaceX & Citadel Deals Went Down | Julien Bek
Prediction Open · timeframe Aug 2036
Continuous Learning Models Will Obsolete Current AI Models Within Ten Years
“First of all, within 10 years, I believe we, and I think some people are thinking two or three years, continuous learning models will come into existence. That means that every generation of every model we have today Dies, goes away.”
Jerry Murdock Aug 22, 2026 ▶ 52:03 The AI Bubble WILL Burst | Should we be fearful of Chinese Open-Source | Jerry Murdock
Prediction Open · timeframe Aug 2029
Murdock: Anthropic will go public before OpenAI
“It appears like Anthropic.”
Jerry Murdock Aug 22, 2026 ▶ 59:33 The AI Bubble WILL Burst | Should we be fearful of Chinese Open-Source | Jerry Murdock
Prediction Open · timeframe Aug 2031
Murdock: Nvidia valuation will surpass $10 trillion in five years
“Over.”
Jerry Murdock Aug 22, 2026 ▶ 59:40 The AI Bubble WILL Burst | Should we be fearful of Chinese Open-Source | Jerry Murdock
Prediction Open · timeframe Aug 2031
Lemkin: >51% chance OpenRouter drives 20-30% of Stripe's revenue in 5 years
“I think it'll be like the scale acquisition. It will be the start of something that gets bigger, whether this brand exists or whether even this product exists five years. I don't even think this product will exist in five years, but I think it will be, I think…”
Jason Lemkin Aug 20, 2026 ▶ 26:03 Stripe's $8B OpenRouter Bet | Anthropic's First Profit & The Math Behind Reaching $600B in Revenue?
Assertion Open
Uber president's biggest fear is ChatGPT routing rides purely by price
“I just interviewed the president of Uber. What is his single biggest fear? It's actually the disaggregation of UI or the removal of UI where you say, I want a car, and ChatGPT automatically routes you to Lyft, Uber or another provider based on price.”
Harry Stebbings Aug 12, 2026 ▶ 13:56 Canva Slashes Growth | Talent Exodus at Google | Revolut's $50B CEO Package | Musk's $55B Terrafab
Prediction Open · timeframe Aug 2031
Stebbings: OpenAI and Anthropic Will Reach $1 Trillion to $2 Trillion Valuations
“Both will be trillion dollar plus, potentially close to two trillion.”
Harry Stebbings Aug 7, 2026 ▶ 1:03:43 The AI Boom Will Create Enormous Roadkill: Who Wins & Loses? | David Frankel
Prediction Open · timeframe Aug 2036
Frankel: Photonic Computing Will Disrupt or Be Acquired by Nvidia Within a Decade
“In my view, if you say in 10 years time, and I am not a thematic investor, but I am such a deep believer in The status quo being changed always, and not, and like nothing stays the same. I think photonic computing is coming down the line, and I think that's go…”
David Frankel Aug 7, 2026 ▶ 1:16:31 The AI Boom Will Create Enormous Roadkill: Who Wins & Loses? | David Frankel
Prediction Open · timeframe Nov 2026
Arora: Open-source models will automate offensive cyberattacks within months
“I think in two, three months from now, open source have distilled all these capabilities, and we'll find open source models out there, which you can find to you if you're an attacker, to actually do this on a task basis.”
Nikesh Arora Aug 5, 2026 ▶ 23:03 Leo Aschenbrenner's Situational Awareness Blows Up | Moonshot AI Raises $3.5B at $35B
Prediction Open · timeframe Aug 2029
Angelopoulos: US Likely to Restrict Chinese Open AI Models Within Three Years
“Yeah, my guess my guess would be that we will. I, I'm not saying I support it, but I think that it is likely where the world is headed. If I had to like place a bet, it would be there, but I think it's very uncertain at the moment.”
Anastasios Angelopoulos Aug 2, 2026 ▶ 19:07 Arena CEO: There Will be a $100BN US Open-Source Model & Data is a Trillion Dollar Market
Prediction Open · timeframe Dec 2030
Angelopoulos: AI data market will reach $100B to $1T by 2030
“I believe it's going to be at least a hundred billion dollars by 2030, if not a trillion.”
Anastasios Angelopoulos Aug 2, 2026 ▶ 45:50 Arena CEO: There Will be a $100BN US Open-Source Model & Data is a Trillion Dollar Market
Prediction Open · timeframe Aug 2031
Angelopoulos: Nvidia is probably leading the race to a $10T valuation
“I think it's hard to say not NVIDIA. I think NVIDIA is probably in the lead there.”
Anastasios Angelopoulos Aug 2, 2026 ▶ 1:02:53 Arena CEO: There Will be a $100BN US Open-Source Model & Data is a Trillion Dollar Market
Prediction Open · timeframe Aug 2031
Angelopoulos: Enterprise AI adoption will 10X Nvidia reliably
“But I think the enterprise adoption of AI is going to be another 10 Xer for the industry. I think it'll 10 X NVIDIA very reliably.”
Anastasios Angelopoulos Aug 2, 2026 ▶ 1:03:09 Arena CEO: There Will be a $100BN US Open-Source Model & Data is a Trillion Dollar Market
Prediction Open · timeframe Jul 2031
Park: Synthetic panels will become larger than the human panel market
“The way I see it, synthetic panels will be larger than our, what we know to be the current human panel market, in part because this can really raise the ceiling of the kind of questions we can answer.”
Joon Sung Park Jul 31, 2026 ▶ 23:51 The AI Company Simulating the Entire Economy | Simile Co-founder & CEO, Joon Sung Park
Prediction Open · timeframe Jul 2031
Lemkin: US will ban Chinese AI models just like DJI drones
“If those drones are banned, this is just my bet. I'm betting that the Chinese models are getting banned too. It's, I think if the drones are banned, this one's easier to ban.”
Jason Lemkin Jul 29, 2026 ▶ 22:09 Jensen's Open-Weights Letter | Google Cloud Grows 82% But The Market Tanks
Prediction Open · timeframe Jul 2031
O'Driscoll: AI inference will probably become the planet's biggest chip market
“Probably this turns out to be the biggest chip market on the planet, right? Because inference near power compensation is huge.”
Rory O'Driscoll Jul 29, 2026 ▶ 32:51 Jensen's Open-Weights Letter | Google Cloud Grows 82% But The Market Tanks
Prediction Open · timeframe Jul 2031
Market will not sustain 60 independent AI model companies
“There's no way in hell that, you know, we're going to have 60 independent model companies in addition to all the open source and everything.”
Matt Murphy Jul 27, 2026 ▶ 1:02:16 Will Open-Source Threaten Anthropic's Business & Do Margins Matter in a World of AI | Matt Murphy
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