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why aren't all 505 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 8 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 Jun 2031
AI agents will generate more revenue than Google or Meta ads
“These products are not going to be used by you know, a hundred million people. But they will generate revenue that's going to be higher than the advertising revenue of Google or Meta. It's going to happen.”
Aravind Srinivas Jun 15, 2026 ▶ 18:44 Perplexity CEO: Micron Will Be More Valuable Than Meta & How Export Controls Helped Not Hurt China · 20VC with Harry Stebbings
Opinion
O'Driscoll: AI reverse acqui-hires are regulatory shams leaving dead target companies
“We actually, in both of those cases, that's a pure pretense to get the government off of us, right? Everyone knows both of these companies are toast because in the case of Scale AI, in theory, Meta owns 50% of it, and in theory, their business is selling to ev…”
Rory O'Driscoll Sep 11, 2025 ▶ 18:00 OpenAI’s $10BN Secondary Sale, Ramp Hits $1BN ARR & Brex Hits $700M · 20VC with Harry Stebbings
Insight
Hulme: AGI hype correlates directly with founders' capital fundraising needs
“I think there is a Correlation between how aggressively people predict AGI is coming and how much capital they need to raise. So you've got Emodi from Anthropic, you've got Altman, OpenAI, Musk, XAI, all of these guys are saying that it's just around the corne…”
Tom Hulme May 8, 2024 ▶ 1:11:38 Tom Hulme: Lessons from a 24x Angel Track Record, 275x on Robinhood & Making Billions on Uber |E1150 · 20VC with Harry Stebbings
Prediction Open · timeframe May 2028
Mostaque: Only five or six foundation model companies will survive
“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 May 17, 2023 ▶ 45:46 Emad Mostaque: These 5 Companies Will Win the AI War; Why We Need National Data Sets | E1015 · 20VC with Harry Stebbings
Opinion
Chris Sacca calls Facebook a "cancer" and claims its leadership knows it
“Yeah, I think Facebook is a cancer, and they know it.”
Chris Sacca Jan 20, 2022 ▶ 1:14:57 Chris Sacca's True Unfiltered Opinion on Facebook and Softbank | Full Interview · 20VC with Harry Stebbings
Opinion
Sacca considers Facebook to be a cancer
“Yeah, I think Facebook is a cancer”
Chris Sacca Oct 11, 2021 ▶ 1:06:05 20VC: Chris Sacca on Coming Out of Retirement To Unf**k The Planet with Lowercarbon, How Chris Evaluates His Relationship To Money Today, Why We Have Bred a Generation of Ass**** Kids, Do VCs Provide Any Real Value and The True Unfiltered Opinion on Faceb
Opinion
Steve Blank: Facebook is the most likely entity to destroy democracy
“But of all the things that are probably going to destroy a democracy, it happens to be Facebook.”
Steve Blank Jul 20, 2020 ▶ 30:04 20VC: Steve Blank on Why The Startup Ecosystem is Partially A Ponzi Scheme, 3 Things That Determine Startup Survival in a COVID World & Facebook: Platform vs Publisher and Where Does Their Responsibility Lie?
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 Open · timeframe Sep 2031
Stebbings predicts Meta's stock price would rise if Mark Zuckerberg departed
“If Zuck expired, Meta's stock price would increase.”
Harry Stebbings Sep 5, 2026 ▶ 59:02 How to Build Your Own Data Center & Why Every Startup Should Do It
Opinion
Investing in AI Labs Resembles Backing Quora Before Facebook Emerged
“I think right now, if you're going to invest in the new Neolab, you're basically investing, you know, in the Quora, in the stumble upon when Facebook X came about.”
Julien Bek Aug 24, 2026 ▶ 11:13 Inside Sequoia's Investment Committee | How the SpaceX & Citadel Deals Went Down | Julien Bek
Assertion Partly supported
O'Driscoll: Meta and SpaceX rented compute after failing to build AI assets
“Two companies Have done the same thing, which is buy a load of compute to build proprietary assets, fail to build those assets, and then bring that, and then decide instead to sell that compute to others, and both of them have had a very positive market recept…”
Rory O'Driscoll Jul 9, 2026 ▶ 34:33 Enterprises Fear Frontier Models | Sam Altman Offers Trump 5% of OpenAI | DeepSeek Builds Own Chips · 20VC with Harry Stebbings
Prediction Not checkable as stated
Micron might surpass Meta in valuation within 12 months
“It might not be inconceivable that Micron, the supplier of HPMs, might be more valuable than Meta in the next six to 12 months.”
Aravind Srinivas Jun 15, 2026 ▶ 38:23 Perplexity CEO: Micron Will Be More Valuable Than Meta & How Export Controls Helped Not Hurt China · 20VC with Harry Stebbings
Assertion Open
Meta Offered an AI Candidate $20 Million Per Year in Cash
“There was someone I was hiring the other day, and he had an offer for twenty million dollars in cash per year from TBD, and like that's the kind of stuff we run into on a regular basis.”
Brendan Foody Jun 1, 2026 ▶ 1:03:48 Mercor CEO: Why Application Layer Companies Have No Moat & The Cost of Hiring AI Researchers · 20VC with Harry Stebbings
Opinion
O'Driscoll: Meta's $150B AI CapEx to boost ad revenue is a mistake
“They've been using this justification For the LLM spend as being, it'll optimize our existing business, and I've always felt that's bullshit, because if it takes a hundred fifty billion in capex to give a 10% lift on a two hundred billion dollar business, it's…”
Rory O'Driscoll May 7, 2026 ▶ 23:19 Anthropic's Raise & What It Means for Potential IPO? Mag7: Google & Amazon Up, Meta & Microsoft Down · 20VC with Harry Stebbings
Opinion
Verna: Meta ads deliver very little incremental growth for startups
“Meta... Just very little incrementality. Just a bunch of pass through views that don't materialize into anything.”
Elena Verna Mar 14, 2026 ▶ 1:08:42 Elena Verna: How Lovable Launches Product & Hacks Social to Go Viral · 20VC with Harry Stebbings
Prediction Not checkable as stated
O'Driscoll: Meta's AI bet will mirror VR flop, not Instagram success
“If there was a Calci bet, and maybe I should check it that, you know, some version of this AI strategy will not produce meaningful revenue despite a twenty billion dollar burn and will look more like meta VR and less like Instagram and WhatsApp, two of the mos…”
Rory O'Driscoll Oct 2, 2025 ▶ 55:33 Are Burn Multiples BS in an AI World? & Sam Altman Needs $1TRN of Energy · 20VC with Harry Stebbings
Assertion Contradicted
Alex Schultz admits Meta's Llama 4 missed the leading edge
“It's pretty clear Llama was not, like, Llama four wasn't leading edge where Llama three was. So, you know, our big release this year was not a slam dunk, but our big release last year was, and I'm pretty confident our next big release will be again.”
Alex Schultz Sep 5, 2025 ▶ 32:37 20Growth: Meta CMO Alex Schultz on How All Founders Have to Change Their Marketing Playbook in a World of AI | Is AI Plateauing, What it Means if China Wins the AI Race and Why Zuck is a Generational Leader
Opinion
O'Driscoll: $4T AI infrastructure investment requires impossible $800B annual profit
“Four, let's do four billion dollars. You want a 20% return on equity. You gotta be generating eight hundred billion of profit a year. That's a lot of profit when, you know, Facebook met, all these guys make a couple hundred billion a year, right? So you've got…”
Rory O'Driscoll Sep 4, 2025 ▶ 49:12 Anthropic Raises $13BN & OpenAI Buys Statsig for $1.1BN All Stock · 20VC with Harry Stebbings
Opinion
Mignot: Social media algorithms must be public and auditable
“I think it should be loud, but there should be a bigger conversation about social networks and about the openness of algorithms, which don't only apply to TikTok, but, you know, applies to X, applies to Facebook. I think those algorithms should be should be pu…”
Martin Mignot Aug 11, 2025 ▶ 38:53 Index Ventures Partner, Martin Mignot: Figma, Scale, Wiz: Inside Index’s Decacorn Factory · 20VC with Harry Stebbings
Assertion Not checkable as stated
Chen: Surge AI has more daily working PhDs than Big Tech combined
“Like if you think of all the PhDs, even at Google or Meta or Microsoft, we have way more than all of them combined doing work for us in a single day.”
Edwin Chen Jul 21, 2025 ▶ 40:23 Surge CEO & Co-Founder, Edwin Chen: Scaling to $1BN+ in Revenue with NO Funding · 20VC with Harry Stebbings
Assertion Not checkable as stated
Ross: DeepSeek's ultra-low training budget claims are false marketing
“This model was supposedly trained on a smaller number of GPUs and a much, much tighter budget I think the way that it's been put is less than the salary of many of the executives at Meta, and that's not true. It's actually, there's an element of marketing invo…”
Jonathan Ross Jan 29, 2025 ▶ 3:27 Jonathan Ross: DeepSeek Special - How Should OpenAI and the US Government Respond | E1253 · 20VC with Harry Stebbings
Opinion
Hoffman: U.S. Should Ban TikTok Based on Commercial Reciprocity
“The right way, I think, to think about this from an American or any other perspective is to say China bans Competition in China from Meta, Twitter, etc. And so the right way to say is like, look, if you're banning our companies, we should ban yours. Commercial…”
Reid Hoffman Dec 16, 2024 ▶ 19:37 Reid Hoffman, LinkedIn & Paypal Founder: Trump Administration, Elon Musk and DOGE | E1239 · 20VC with Harry Stebbings
Disclosure
HubSpot rejected a $3M Facebook deal at $3M ARR to maintain focus
“I mean, I think we're at two, three million in revenue at HubSpot and one rep brought Facebook to the table as a customer. It was like a three million dollar contract. It would have doubled our revenue. And he said, no, we were being pulled, said no.”
Mark Roberge Jul 12, 2024 ▶ 36:08 Mark Roberge: The Framework for How Startups Should Scale into the Enterprise -Stage 2 Capital|E1176 · 20VC with Harry Stebbings
Opinion
Hulme: Expecting AI researchers to build profitable businesses is ridiculous
“The idea that they can all go out and create highly profitable, fast moving businesses seems ridiculous.”
Tom Hulme May 8, 2024 ▶ 53:30 Tom Hulme: Lessons from a 24x Angel Track Record, 275x on Robinhood & Making Billions on Uber |E1150 · 20VC with Harry Stebbings
What-if
Rabois: LinkedIn should have been more valuable than Facebook
“LinkedIn by any measure was Yeah, pretty successful. Certainly impact, you know, acquisition, twenty four billion or so. Truthfully, probably hit somewhere between five and 20% of its, you know, potential because it didn't do some of these things. Like, I, in …”
Keith Rabois Nov 27, 2023 ▶ 34:56 Keith Rabois & Mike Shebat: Creating an Olympian Mindset to Work Ethic| E1087 · 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
Insight
Rosenberg: Never hire early sales leaders with big tech pedigree
“Harry, don't hire anybody from Google. Okay. Don't hire anybody that says on their LinkedIn, ex Google, ex Amazon, ex Facebook. Okay. When they put that on their LinkedIn, they're associating themselves with the success of the business. And it is almost imposs…”
Matt Rosenberg Oct 4, 2023 ▶ 14:10 Matt Rosenberg: Why You Should Not Hire Sales Leaders From Big Companies | E1068 · 20VC with Harry Stebbings
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
Opinion
Stebbings: Big tech spinouts raising $5M-$7M seeds are my worst investments
“And so they're my single worst investments. Those are my worst ones when they've spun out of any great company and they've raised five to seven. Because they're inherently slower because they're used to the processes of Twitter, of Facebook, the HR, the polici…”
Harry Stebbings Feb 27, 2023 ▶ 31:20 David Tisch: The 3 Most Important Variables When Raising Your Seed Round | 20VC #983 · 20VC with Harry Stebbings
Disclosure
Meta's Oculus Go failed due to atrocious user retention
“That product was called Oculus Go. It was a 200 dollar VR headset that was built to be kind of your everyday, you know, VR device, and it sold really well, but had absolutely atrocious retention, which means it obviously failed. And, you know, it was basically…”
Hugo Barra Nov 9, 2022 ▶ 20:13 Hugo Barra: How I Built Hardware for Android, Xiaomi, and Oculus | 20VC #947 · 20VC with Harry Stebbings
Insight
Gerstner: The bottom 20-40% of tech and VC workforces dilute results
“I would say the vast majority of organizations, ok, and I'm talking from Facebook and Twitter, all the way down to, ah, GPs. They would be well served, right, to be much smaller, to be essentialists in the people that they have. Because it's very likely that y…”
Brad Gerstner Oct 10, 2022 ▶ 1:02:23 Brad Gerstner: How I Pick Companies; Lessons from Warren Buffet; Chamath vs Gurley | E935 · 20VC with Harry Stebbings
Insight
Rob Schutz: Early startups should max working channels before diversifying
“It's actually one piece of advice I give to early stage founders, which is like, don't worry about diversifying. Like, this is maybe controversial in this day and age. If Facebook is working for you, and your LTV to CAC is good, and your payback is good, crank…”
Rob Schutz Jan 19, 2022 ▶ 7:26 20Growth: The Biggest Lie in Startup Growth and Marketing, Why You Do Not Need To Diversify Customer Acquisition Channels in the Early Days & When and How To Build Your Growth Team with Rob Schutz, Co-Founder and Chief Growth Officer @ Ro
Prediction Didn’t hold up
Foroughi: AppLovin will become the third-largest digital ad marketplace
“Like if you just to size it, that's Facebook, Google one, two, or in whichever order I'd have to check, but that's the third biggest digital marketplace for advertising in terms of scale that will exist.”
Adam Foroughi Nov 29, 2021 ▶ 32:04 20VC: AppLovin's Co-Founder & CEO, Adam Foroughi on How AppLovin Might Be The Venture Capital Industry's Biggest Miss, How To Run a 1,000+ Organisation with Very Few Meetings & Balancing the Demands of Wall St with Long Term, Sustainable Growth
Prediction Not checkable as stated
Silverman: E-commerce will consolidate into a tiny handful of winning platforms
“I find that thesis exceptionally unlikely. The brain can only remember a couple of brands, and so I think the world is consolidating around Fewer and fewer places to buy things online. I mean, if you're a tiny independent shop, you're going to recount on Googl…”
Josh Silverman Jan 18, 2021 ▶ 40:56 20VC: Etsy CEO, Josh Silverman on 2 Defining Traits of Great Leadership, The Danger of Attaching Happiness To Milestones, How To Structure Teams To Optimise for Experimentation and Agility &Whether You Learn More From Success Than Failure
Opinion
Mather: Media companies should pay Facebook and Google, not demand payouts
“We should be paying Facebook and Google as media companies, not the other way around. If you can't make your business thrive in this world where Facebook and Google exist, that's on you.”
Alex Mather Jul 10, 2020 ▶ 27:57 20VC: The Future of Subscription Media, Why Startups Need To Stop Blaming Facebook and Google & How Founders Should Think Through Customer Acquisition Channel Dependencies with Alex Mather, Founder & CEO @ The Athletic
Opinion
Carlson: Google and Facebook ad spend drives the US student debt crisis
“While I'm not a fan of the specifics of the Bernie free college plan, I wish more politicians were realizing the fact that a large percent of the student debt crisis is actually in the pockets of Google and Facebook.”
Rachel Carlson Oct 11, 2019 ▶ 6:34 20VC: Guild Education's Rachel Carlson on The Benefits of Scaling Startups Outside of Silicon Valley, Why Mission and Margin Are So Tightly Integrated & Why Mums Are The Most Under-Utilised Asset In The Economy
Assertion Partly supported
Romanow: 40% of venture capital goes directly to Google and Facebook ads
“40% of venture capital dollars that are raised today end up going straight to Google and Facebook ads.”
Michele Romanow May 10, 2019 ▶ 8:13 20VC: Clearbanc's Michele Romanow on Why 40% of VC $ Raised Today Goes To Google and Facebook, How To Create A Financing Mechanism For The Repeatable Parts Of Your Business & Why We Need To Stop Celebrating Fundraises
Insight
Carlson-Wee: Companies launching tokens must stop extracting direct network revenue
“The second thing is that if you are launching a token and you're a private company, you should be ready to stop extracting any revenue from your network. So however you were extracting revenue from the network, whether this was advertising or paid subscription…”
Olaf Carlson Wee Dec 11, 2017 ▶ 15:51 20VC: Inside The World's Leading Crypto Fund, The Future Exit Environment for Crypto Assets & The Beauty Of Benevolent Dictatorship with Olaf Carlson-Wee, Founder @ Polychain Capital
Opinion
Cohen: Machine learning benefits tech giants, not early-stage AI startups
“Machine learning is a leveraged play on data, so So it's the Facebooks, the Apples, the Googles of the world that are getting the most benefit from it. It's not the early stage startups.”
Alina Cohen Aug 30, 2017 ▶ 13:48 20VC: Why AI Is More Artificial Than Intelligent, Why Engineering-centric Founders Are Able To Pivot Best & Why Startups Are Like Games with Alina Cohen, General Partner @ Initialized Capital
Opinion
Calacanis: Facebook is on a jihad to kill Snapchat
“I mean, it's not inspired by Snapchat. They're on a jihad to kill Snapchat.”
Jason Calacanis Aug 14, 2017 ▶ 14:28 20VC: Jason Calacanis on The 4 Questions Investors Must Ask Founders, Whether YC Have Scaled Their Process Successfully & Why Early Founder Liquidity Is Good Not Bad
Opinion
The VC adage that you never regret paying high prices is bullshit
“Some VCs say that you never regret paying a high price for getting into a good company, but I think that that is a bullshit. I think that you never regret paying a high price for an extraordinary company like Facebook, but there's only really one like that eve…”
Jason Pressman Jul 19, 2017 ▶ 11:45 20VC: Why It Is BS That You Never Regret Paying A High Price To Get Into A Good Company, Why There Are Only 2 Price Points That Work in SaaS and Why eSports Will Be Bigger Than Traditional Sports in 5 Years Time with Jason Pressman @ Shasta Ventures
Assertion Partly supported
Accel's returns were not top-tier prior to its Facebook investment
“Excel's returns prior to the Facebook fund weren't the best in the industry, and so some analyst types in the LP community were like, well, you know, should I stay in Excel or not?”
Paul Martino Nov 16, 2016 ▶ 26:49 20VC: Investing In Sectors That Were Cool 2 Years Ago, What Accel's Facebook Fund Taught a Generation of LPs & Why LPs Need A New Discovery Process with Paul Martino, Founding Partner @ Bullpen Capital
Opinion
Franceschetti: Meta-reported CAC is probably 20% lower than true CAC
“If you look at the CAC on Meta, It's probably 20% lower than what the true CAC is”
Matteo Franceschetti Sep 12, 2026 ▶ 6:49 Labour, Engineering, Social Media, GrokBots, Cybercabs: 7 Predictions for How AI Changes the World
Opinion
Stebbings: Buy Meta due to its distribution moat for AI agents
“My take is actually it's why you buy Meta today, because you've got the most clear, unwavering PMF for this product. And Zuck is the one who owns the core distribution channel, and Zuck has been working on this product.”
Harry Stebbings Sep 10, 2026 ▶ 9:51 Jensen Huang Declares AGI Has Arrived | Tesla Launches Cybercabs | Index Pulls Out of Town
Opinion
Weitzman: Alex Karp inflates Palantir's P/E ratio while Zuckerberg depresses Meta's
“What Meta doesn't have is what Palantir has, which Palantir has the Alex Karp effect. Alex is really good at pumping up the PE ratio of the stock, and Zuck, I agree, is the opposite.”
Cliff Weitzman Sep 5, 2026 ▶ 59:25 How to Build Your Own Data Center & Why Every Startup Should Do It
What-if
Weitzman: Meta would be ripping without GDPR and US data regulations
“If GDPR didn't exist and the other laws in the US didn't exist, Meta would be ripping. They just can't train on their data properly.”
Cliff Weitzman Sep 5, 2026 ▶ 58:30 How to Build Your Own Data Center & Why Every Startup Should Do It
Prediction Not checkable as stated
Reyes: Microsoft Will Win in AI Regardless of Which Model Succeeds
“The biggest thing that Microsoft has going for it is that infra. They own so many of these data centers. They're spending so much on build out. No matter what model runs on top of that, Microsoft is going to win.”
Eno Reyes Aug 29, 2026 ▶ 51:43 Should American Enterprises Work With Open-Source Chinese Models? | Only 10% of Neo-labs survive
Opinion
O'Driscoll: Owning developers is 100% existential for Microsoft
“I don't think owning the developer is existential for AWS. I definitely don't think it's existential for Meta. It's a hundred percent existential over the medium term for Microsoft.”
Rory O'Driscoll Aug 20, 2026 ▶ 14:20 Stripe's $8B OpenRouter Bet | Anthropic's First Profit & The Math Behind Reaching $600B in Revenue?
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