The Ledger

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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

Insight
Levine: Publicizing Early VC Funding Rounds Hurts Long-Term Startup Prospects
“A lot of people, particularly around their early financings, like to go tell the world about it. It's validation. If nothing else, it's nice to have your mom read about you in TechCrunch. But the truth is, that does almost no value. It adds no value to your co…”
Jeremy Levine Mar 24, 2021 ▶ 37:33 20VC: The Pinterest Memo: Bessemer's Jeremy Levine on The Secret To Success within User Generated Content Plays, Where Most Investors Make Mistakes When Analysing Consumer Social and How The Pinterest Deal Wouldn't Have Happened without a Diverse Partners
Assertion Not checkable as stated
The Dominant VC Narrative in 2012 Was That Consumer Social Was Dead
“And I think you also have to bear in mind that in 2012, the dominant narrative was that social was dead. Facebook and Instagram had run the table like there were no more new opportunities in social anymore.”
Jeremy Liew Feb 24, 2021 ▶ 16:55 20VC: The Snapchat Memo: Lightspeed's Jeremy Liew on The 4 Key Elements To Consider When Evaluating A Consumer Social Product, What is Good/Great/World Class For Retention, Usage and Downloads in Consumer Social Today & The Core Insight Development of Eva
Assertion Supported
Facebook cutting Pinterest off its newsfeed shifted growth from exponential to linear
“I remember early on at Pinterest, there was a time when Facebook acquired Instagram. We were both growing exponentially. Pinterest and Instagram were growing exponentially at the time. They acquired Instagram, and then they shut Pinterest off the newsfeed. So …”
Sarah Tavel Nov 23, 2020 ▶ 7:33 20VC: Benchmark's Sarah Tavel on Why Chasing GMV Will Lead To The Wrong Direction, The 2 Crucial Tipping Points For Marketplace Adoption, Why UGC Plays Are Like Marketplaces & How To Determine Between Existential and Non-Existential Risk
Insight
Standard growth playbooks fail on company-specific retention issues
“The tools that you have are probably good to inform 80% of your decision, but there's going to be a situation in which only you can actually come up with the infrastructure And the tooling to understand your problem. You're not going to be able to solve that p…”
Ben Rubin Aug 21, 2020 ▶ 9:14 20VC: Biggest Lessons From Scaling Houseparty To Millions of Users, Why Today's Metrics Are Insufficient To Determine Product Success & What Breaks with Scale From Team To Product with Ben Rubin, Co-Founder @ /talk & Houseparty
Prediction Open · timeframe Jul 2023
Palihapitiya predicts Facebook will acquire politically segmented platforms
“So I suspect what happens at Facebook specifically is you'll have certain properties that are much more right-leaning or libertarian, if you will, and other properties that are much more left-leaning. And I think that that's probably how for them to maintain m…”
Chamath Palihapitiya Jul 13, 2020 ▶ 12:14 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
Opinion
Mather: Social media platforms are an unbelievable negative for news consumption
“I think these platforms are a unbelievable negative for how people consume news for all the obvious reasons”
Alex Mather Jul 10, 2020 ▶ 34:49 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
Disclosure
Mather: Paid Facebook acquisition works for subscription media, not ad models
“Frankly, the CAC has been very workable. When you're a subscription business, you know, you're generating revenue off your subscribers. And so it works for us. It may not work if you're an advertising driven business, but absolutely works for us.”
Alex Mather Jul 10, 2020 ▶ 30:41 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
Prediction Not checkable as stated
Digital ad duopoly will persist indefinitely without data monopoly intervention
“I think there needs to be something to be done about the data monopolies that underlie the duopoly. And unless something is done to kind of deconstruct that data monopoly, then this will persist ad infinitum because of the network effects involved.”
Gabriel Weinberg Feb 14, 2020 ▶ 10:13 20VC: How Founders Should Think Through Distribution and Customer Acquisition Today, The Challenges of the Digital Advertising Duopoly Currently & How To Structure Company Post Mortems Effectively with Gabriel Weinberg, Founder & CEO @ DuckDuckGo
Assertion Supported
Every digital ad platform update makes user acquisition more expensive
“There's never been a single update in digital advertising that has made buying cheaper. The advertising algorithms on these major platforms like Facebook and Google are getting hyper-efficient, and every update just makes them more expensive.”
Josh Buckley Nov 25, 2019 ▶ 19:10 20VC: Why The Best Entrepreneurs Are Cockroaches, What Everyone Underestimates About Customer Acquisition & What You Don't But Need To Know About Payback Periods with Josh Buckley, Founder & Chairman @ Mino Games
Assertion Contradicted
Digital advertising CPMs compound at approximately 40% per year
“The second force at play is essentially the market-wide, the CPMs are just compounding. The number we've seen is about 40% a year, and that's just because of a number of factors around the algorithms of new competitors coming into the market.”
Josh Buckley Nov 25, 2019 ▶ 16:35 20VC: Why The Best Entrepreneurs Are Cockroaches, What Everyone Underestimates About Customer Acquisition & What You Don't But Need To Know About Payback Periods with Josh Buckley, Founder & Chairman @ Mino Games
Insight
Shah: Platform maturity made consumer startups capital inefficient post-2016
“And so my intuition was a platform maturity of the iPhones, of the app store on iOS, of Facebook, of Google, of Snap and Pinterest kind of hit a ceiling where I felt the cost of acquiring these customers in the LTV, according to it, would make the businesses v…”
Semil Shah Sep 16, 2019 ▶ 31:50 20VC: Haystack's Semil Shah on Whether Founders Are Bypassing Seed Funds in Favour Of Less Dilutive Multi-Stage Funds, How Fund Strategy Changes With Fund Scaling & Why The Hardest Challenge is Price Discipline
What-if
Parse sold to Facebook too early and would have survived independently
“Yeah, we sold early. I think we had a lot of momentum, something great going. One thing I think people don't realize is the venture market actually really didn't appreciate the type of thing we were doing in the same way that it appreciates it now. You look at…”
Ilya Sukhar Sep 9, 2019 ▶ 28:35 20VC: Matrix's Ilya Sukhar on How The Seed Ecosystem Could Be Optimised, Why The Bar For The Break-Out Series A Has Risen & The Art of Effective Referencing
Insight
Romanow: Scalable growth channels should be funded with debt, not equity
“VC is true risk Capital. This, you know, zero to one risk that we describe. If you are building a crazy piece of AI and need 50 engineers or solving a disease, VC is the perfect fit for you. What I'm saying is, ClearBank, we're like, if you know that channels …”
Michele Romanow May 10, 2019 ▶ 14:19 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
Kaden: Paid ads on Google and Facebook enrich platforms, not startups
“I, you know, I think Peter Fenton's also making a comment on the acquisition landscape where most of paid acquisition is coming through these third party platforms like Facebook or Google, where you're actually largely boosting the equity value of the platform…”
Rebecca Kaden Oct 1, 2018 ▶ 7:24 20VC: USV's Rebecca Kaden on Whether Venture Returns Can Be Made At Scale In Consumer Today & How To Navigate Consumer Investing In A World of Amazon
Opinion
Frankel: Early-stage startups are ultimately working for Facebook and Google
“Ultimately you could say that all these startups are working for Facebook, Google, and, you know, the programmatic players.”
David Frankel Sep 17, 2018 ▶ 20:20 20VC: Lessons Learned Scaling PillPack from Seed to Amazon Acquisition, Why Investors Should Spend More Time Assessing Human Capital Risk Taken by Founders & The Right Way To Think About Capital Efficiency in Scaling with David Frankel, Managing Partner @
Opinion
Brown: The era of building DTC brands purely on paid ads is over
“I think we are in probably the end of the bubble of brands or direct-to-consumer businesses that are purely building their businesses off paid channels. And by paid channels, I mean mainly Facebook and mainly a little bit of Google. I think that era is done. T…”
Nick Brown Aug 6, 2018 ▶ 7:08 20VC: 3 Core Considerations When Investing In Physical Product Co's, Are We In A Direct-To-Consumer Bubble & Why Many Sub $100m Funds Are Moving Earlier and Earlier with Nick Brown, Managing Partner @ Imaginary
Insight
Eddy Lu: Prime physical retail rent is equivalent to digital ad spend
“Well, for me, I don't think it impacts margin structure too much because while there's store overhead, if the store is in a Class A location, it's no different than spending money on Facebook marketing. Instead of spending it on digital ads, you're spending it…”
Eddy Lu Jul 27, 2018 ▶ 18:22 20VC: GOAT's Eddy Lu on Pivoting From Failing Social Dining App To The World's Largest Sneaker Marketplace, How The Best Founders Pick Their Investors & Why It Is Better To Be Hated than Unknown
Insight
Facebook ads easily scale brands to $50M, but rarely to $500M
“It's very easy these days to Scale a brand from zero to fifty million by using hyper-targeting on Facebook. It's very hard to take a brand from fifty million to five hundred million in an enduring way, and to create billions in equity value.”
Jason Stoffer Jul 23, 2018 ▶ 13:29 20VC: The Metrics That Matter In Early-Stage Consumer, Why Moats Matter More Than Brand Today and How VCs Deal with S*** Hit The Fan Moments with Jason Stoffer, Managing Partner @ Maveron
Assertion Contradicted
Nationwide Insurance Employs More Software Engineers Than Facebook
“Companies like nationwide insurance, They have more engineers than Facebook has”
Chris Olsen Apr 23, 2018 ▶ 16:23 20VC: The Biggest Trend Of Our Lifetime Is The Decentralisation of Entrepreneurship Away From The Valley, The Biggest Lessons From Learnings The Craft of VC at Sequoia & The Benchmarks Required to Attract Growth Investors with Chris Olsen, Founding Partne
Assertion Supported
Loftus: Big Tech Buyer Softening Has Kept Startup Acquisition Prices Moderate
“So I haven't seen a ton of price increase, but I do think that's because in my view, even though you've seen new entrants into the market, There's been softening at the other end of the market from the Google, Facebook, Apple, Amazon end.”
James Loftus Mar 26, 2018 ▶ 10:10 20VC: How Great VCs Handle Themselves In An M&A Process, Why M&A Has Become The Primary Method of Exit & How The Best M&A Teams Operationalise Their Process with James Loftus, Corporate Development Lead @ Square
Assertion Supported
Ries: Facebook bought a VPN app to track competitor usage
“Facebook recently famously was revealed that they bought a VPN company so that they could watch The traffic to emerging apps and figure out who to copy.”
Eric Ries Nov 8, 2017 ▶ 10:59 20VC: The Lean Startup's Eric Ries on The Missing Function of Entrepreneurship in Most Companies, Creating A New Accountability Paradigm & How To Structure Promotions and Compensation In The New Structure
Prediction Held up
Schuler: Public multiple expansion after high private valuations is extremely rare
“In the old days, the momentum of the growth period of a stock happened in the public markets. They're happening in the private market. So to expect someone to have a huge multiple on the private phase and then go into the public markets and have a huge multipl…”
Barry Schuler Jul 5, 2017 ▶ 15:16 20VC: How To Get Back To 200 Tech IPOs Per Year, Why We Are In A 'Bulge" Not A Bubble & The Impending Flat & Down Rounds To Come with Barry Schuler, Partner @ DFJ Growth
Opinion
Tech Incumbents Are the Most Nimble in History, Says Feng
“They're not afraid to directly compete with companies, copy companies, do whatever it takes because they have grown up in this next wave of innovation, and they are the savviest Strongest, most nimble, fast-moving group of incumbents that I think the world has…”
Eric Feng Jul 3, 2017 ▶ 12:05 20VC: Kleiner Perkins GP, Eric Feng on How The Best Funds Use Tech and Data To Find Companies, Why Entrepreneurs Start The Fire and VCs Add The Rocket Fuel & Why Consumer Is Harder Than Ever Today
Insight
Sean Rad says top tech companies begin as passion projects, not missions
“Evan Spiegel in, in starting Snapchat or Uber and Twitter and all these companies that tend to have an impact on society. Or Facebook, they start out as little passion projects. They don't start out as missions to kind of change the world.”
Sean Rad May 26, 2017 ▶ 8:03 20VC: Tinder's Sean Rad on Why Humility Is The Key Trait For Founders To Have, Why Today's Incumbents Are Stronger Than Any Before Them & How Leaders Need To Scale With The Scaling Of Their Company
Prediction Not checkable as stated
Grady: Big Tech will be the biggest beneficiary of the next platform shift
“In the next platform shift, that will also be true. The biggest beneficiary is likely to be Google or Facebook or Apple or Amazon.”
Pat Grady Mar 13, 2017 ▶ 14:16 20VC: Sequoia Partner, Pat Grady on Why Data Is The New Oil, Why We Will See The Return of The Apprenticeship Model in VC & The Defining Characteristics of The Next Generation of Great Software
Insight
Guo: Startups Using Public Internet Data Face Incumbent Risk From Big Tech
“If your plan as a company is to take internet accessible data sets and do something interesting with them on the machine learning side and productize them, if it's an area that Google and Facebook care deeply about, you're on dangerous ground, right? They, tho…”
Sarah Guo Jan 25, 2017 ▶ 11:41 20VC: Preparing For The Next Big Trend, Why Conversational Will Be The Next Big Thing & How Entrepreneurs Should View Market Size with Sarah Guo @ Greylock Partners
Prediction Not checkable as stated
Chang: Data-poor AI startups will be acqui-hired by major tech incumbents
“If startups can't train on massive proprietary data sets, then they'll never get that advantage on their algorithms. And then they're really targeted for, you know, acqui-hire by Facebook, Amazon, Apple, Google, et cetera.”
Tim Chang Jan 16, 2017 ▶ 13:55 20VC: Why We Will See A Big Series B Crunch? Why Proprietary Data Pools & AI Talent Will Be The New Limited Natural Resources? Why Now Is The Closest Thing To A New Normal with Tim Chang, Managing Director @ Mayfield Fund
Insight
Fear of missing outliers traps LP capital in underperforming legacy funds
“This has now trained a generation of LPs to be scared to death to cut off funds that aren't performing well, because they could be just around the corner from Facebook. And as a result, a lot of that money that should be going to new and innovative funds gets …”
Paul Martino Nov 16, 2016 ▶ 27:07 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
What-if
Hamid: VCs Return More by Holding Winners for Decades
“And in many cases, you don't even want to distribute in those eight years because think about how much you would have made if you would have stayed in, in, in Amazon or Facebook or Google over the course of time it probably would have been much better for thos…”
Mamoon Hamid Oct 31, 2016 ▶ 8:14 20VC: Social Capital's Mamoon Hamid on Disrupting The Venture Model & Advancing Humanity By Solving The World's Toughest Problems
Opinion
Ryan Holmes Was Extremely Bullish on Snapchat's 10 Billion Daily Views
“Oh man, no, I, I'm hugely bullish on Snapchat. Ten billion views daily. Facebook's at eight billion. Huge audience. Very engaged audience. Recently, this, yesterday, memories coming out. That all of a sudden is, is really interesting seeing your archive of Sna…”
Ryan Holmes Oct 28, 2016 ▶ 21:33 20VC: Hootsuite's Ryan Holmes on Optimising Productivity in Meetings, Creating An Ownership Culture & Lessons From Running A Pizzeria!
Insight
Regulated startups must move fast without breaking things to avoid regulatory ruin
“The motto we mentioned here is sort of a play on, on the Facebook motto of move fast and break things. Our motto is move fast without breaking things because, you know, you can't afford to break things when you're regulated.”
Nav Athwal Oct 21, 2016 ▶ 10:34 20VC: Why Adaptability Is Key To Fundraising, Why Supply Is Always The First Priority In Marketplaces & Why Sometimes You Have To Hire Fast & Fire Fast with Nav Athwal, Founder & CEO @ RealtyShares
Prediction Didn’t hold up
Chad Byers Predicts Facebook or Amazon Will Hit $1 Trillion First
“So I think it's Facebook. You know, my second answer, although this is kind of cheating, would probably be Amazon. So Facebook or Amazon, I don't think it's Apple. I don't think it's Google. I think it's going to be one of those two.”
Chad Byers Aug 24, 2016 ▶ 21:25 20VC: Why Raising A Fund Is Like Raising A $25m Seed Round with No Product & Why Not All LP Money Is Equal with Chad Byers, General Partner @ Susa Ventures
Prediction Not checkable as stated
Big Tech Dominance Makes Creating New Consumer Web Unicorns Difficult
“We're now in a world where, you know, we're seeing really dominant market power, Google, Apple, Facebook, Amazon, you know, creating a new set of unicorns in the face of that market power is going to be very difficult, certainly in the consumer-facing web serv…”
Brad Burnham Jul 13, 2016 ▶ 14:04 20VC: USV's Brad Burnham on Co-Founding USV with Fred Wilson, What They Look For In Potential Partners & Whether We Are Entering a Period of Consolidation or Expansion
Opinion
Kadavy: Facebook and Google hold a massive data advantage in AI bots
“I absolutely believe that. I think that you look, you just look at this sheer scale of Facebook Messenger and Google specifically. And while I think that others may be able to compete, the scale is, is just so vast.”
Annie Kadavy Jun 22, 2016 ▶ 23:53 20VC: Why Bots Are The New Black, Conversational Interface Is The Next of For Consumerisation and The Determinants Of A Successful Marketplace with Annie Kadavy, General Partner @ CRV
Assertion Not checkable as stated
Proprietary data access is the primary bottleneck in machine intelligence development
“At least today, access to the data is the limiting factor. Which means, by the way, not only do companies like Facebook and Google have an advantage, but pretty much every old industrial incumbent, if it has a way of getting at its data and making use of it, a…”
Roy Bahat Apr 13, 2016 ▶ 10:57 20VC: Why Machine Intelligence Will Eat The World Of Software with Roy Bahat, Head of Bloomberg Beta
Opinion
Facebook and Twitter monopolies make scaling new mobile consumer apps nearly impossible
“But the truth is it's going to be really hard to scale another consumer app in the mobile shop. I mean, it's just mature. It's a mature market. And the big players that have a monopoly like Facebook and Twitter are not opening their platforms anymore.”
Jim Scheinman Mar 2, 2016 ▶ 13:56 20VC: Building a Game Changing Consumer Startup and Hunting His 4th Unicorn with Jim Scheinman @ Maven Ventures
Prediction Not checkable as stated
West Coast tech hubs in NYC risk stifling local giants
“All the big companies from the West Coast have set up product offices here over the past five years, and I think that that might on one hand prevent the emergence of a standalone New York A monster, but it also brings more talent here, and so you've seen what …”
David Tisch Jan 11, 2016 ▶ 6:53 20 VC: David Tisch @ Box Group on The Future of Consumer Mobile, Developing Pattern Recognition and FOMO
Insight
Nathoo: VCs hunting power-law returns should invest at almost any valuation
“At the end of the day, the investors want to be investing in the next Google, the next Airbnb, the next Facebook, and if they believe that this company is going to be that, then They should want to put their money in at pretty much any price, because it's a sl…”
Kirsty Nathoo Sep 28, 2015 ▶ 16:37 20 VC 075: Y COMBINATOR WEEK: Kirsty Nathoo, CFO @ Y Combinator
Assertion Supported
Meta plans to launch a $200-a-month AI product called Hatch
“Meta's trying to launch Hatch for 200 dollars a month.”
Aravind Srinivas Jun 15, 2026 ▶ 8:27 Perplexity CEO: Micron Will Be More Valuable Than Meta & How Export Controls Helped Not Hurt China · 20VC with Harry Stebbings
Assertion Not checkable as stated
O'Driscoll: Meta Is Spending Billions on AI Without Demanding ROI
“There's no one at Facebook yet, or that might change, saying, are we getting value from our billions of dollars in AI? We just assume we are and keep going, right?”
Rory O'Driscoll May 28, 2026 ▶ 15:14 OpenAI & SpaceX S1 Drops | Layoffs at Cloudflare & ClickUp | OpenRouter & Polsia Raise Mega Rounds · 20VC with Harry Stebbings
Opinion
Browder: Meta's layoffs are driven by AI-powered engineer productivity
“With Meta, I think it's AI driven. There, it's clear that they're spending so much money on their data centers, and AI has made their engineering more productive. They need fewer engineers.”
Josh Browder May 18, 2026 ▶ 1:14:26 Turning Peter Thiel's $100K into $10M Angel Portfolio & Why VCs Can Be Sharks | Josh Browder · 20VC with Harry Stebbings
Opinion
Cliff Weitzman: Mark Zuckerberg is the world's best acquirer
“Zuck also has proven that he is the number one acquirer in the world. Like, no one acquires as well as Meta.”
Cliff Weitzman May 9, 2026 ▶ 31:44 Cliff Weitzman: What I Learned from 100 of the World’s Top CEOs & Why Tokens Will Outspend Salaries · 20VC with Harry Stebbings
Disclosure
Weitzman: Long Meta as AI software tools elevate distribution value
“Which is by the way, why I'm really long meta in a world where it's easy to do engineering and easy to do design, more things launch and go to market. It becomes the most important thing.”
Cliff Weitzman May 9, 2026 ▶ 1:49:54 Cliff Weitzman: What I Learned from 100 of the World’s Top CEOs & Why Tokens Will Outspend Salaries · 20VC with Harry Stebbings
Opinion
O'Driscoll: Meta's pivot to closed-source AI harms the ecosystem
“Also worth noting that they're talking about being much more closed source, which is a significant thing, because at some point someone's going to need the American version of open source, and Lama was that, and now they're pivoting more to be more closed sour…”
Rory O’Driscoll Apr 16, 2026 ▶ 43:39 SpaceX's Financials Leaked: Is it Worth $2TN | Meta Debuts Muse Spark: Are They Back in the AI Race? · 20VC with Harry Stebbings
Opinion
Lemkin: Meta is the most ruthlessly competitive company on Earth
“Ruthless, this is as competitive a company as exists on planet Earth, right? This might be the most competitive company on planet Earth is Meta, right? Ruthless.”
Jason Lemkin Apr 16, 2026 ▶ 45:43 SpaceX's Financials Leaked: Is it Worth $2TN | Meta Debuts Muse Spark: Are They Back in the AI Race? · 20VC with Harry Stebbings
Assertion Supported
Rajaram: Zuckerberg refused to anonymize Facebook in Japan and won
“I remember when Facebook had to go into Japan, Japanese cultural norms were that all the Japanese social networks back then were incognito. You couldn't, for some reason, maybe saving face or something. You could not share your real name or your photo. So ever…”
Gokul Rajaram Mar 16, 2026 ▶ 46:24 Gokul Rajaram: How to Analyse for Durability and Defensibility in a World of AI · 20VC with Harry Stebbings
Opinion
Rajaram: Mark Zuckerberg is the greatest distribution genius in the world
“Mark, I think is Mark Zuckerberg is probably the best. I would say distribution genius in the world.”
Gokul Rajaram Mar 16, 2026 ▶ 3:00 Gokul Rajaram: How to Analyse for Durability and Defensibility in a World of AI · 20VC with Harry Stebbings
Opinion
Mitchell Green: Mark Zuckerberg is right to bet big on AI spending
“Mark Zuckerberg deserves to go for it. Like, he's, it's his business. He built the damn business. Like, I don't think you really have much to say to be like, oh, don't bet on the guy. And by the way, he kind of has to because his competitors are doing the same…”
Mitchell Green Mar 7, 2026 ▶ 9:06 Mitchell Green: Why 50% of VCs Should Not Exist · 20VC with Harry Stebbings
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