The Ledger

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why aren't all 9,132 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 128 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

Assertion Supported
Ed Baker: Uber secretly ran India test against CEO orders, doubling conversion
“We decided to run a test In Hyderabad, India, where we said, let's let riders request their first ride without putting a credit card number in. In fact, we were told by our CEO not to run that test because he felt so strongly against it, but we had so much con…”
Ed Baker Feb 16, 2022 ▶ 36:16 20Growth: Five Key Functions of a Growth Team, The Biggest Lessons Starting Uber's Growth Team and Scaling Facebook's, How To Structure The Hiring Process for Growth and What Separates Good From Great in Growth Leaders with Ed Baker, Former VP of Growth @
Assertion Contradicted
Cyan Banister: San Francisco DA Chesa Boudin refuses to prosecute crimes
“We have a DA, Chesta, who will not prosecute crimes. I just found out yesterday a friend of mine whose house was burglarized. The perpetrators were let out of San Quentin for COVID. They robbed his house, almost kicked in the door of his neighbor who had a chi…”
Cyan Banister Oct 19, 2020 ▶ 39:02 20VC: Cyan Banister on Her Relationship To Money, Risk, Her Investment Decision-Making Process, Why We Will See A Reckoning in the Early Stage Market, Her Biggest Takeaways from HQ Trivia & The Future of Silicon Valley
Assertion Partly supported
Peter Thiel Called Tesla a Bankrupt Idea Before Model S Shipped
“So like Tesla, I remember famously Peter Thiel's are saying it's a bankrupt idea. The battery technology will never scale. Batteries will never improve. UVs will never work. And I was like, wow, that was just before the Model S. I mean, literally a week before…”
Steve Jurvetson Aug 3, 2020 ▶ 17:09 20VC: Steve Jurvetson on 20 Years of Friendship with Elon Musk, How To Analyse Market Timing, Why Venture Does Not Scale & Why He Has Never Sold A Share in Any Company He Holds
Assertion Not checkable as stated
Franceschetti: Eight Sleep engineers stopped writing code a year ago
“Well, our engineers stopped coding around a year ago, so since then they didn't code.”
Matteo Franceschetti Sep 12, 2026 ▶ 18:36 Labour, Engineering, Social Media, GrokBots, Cybercabs: 7 Predictions for How AI Changes the World
Assertion Not checkable as stated
Weitzman says GPU analysis helped identify and solve his father's prostate cancer
“It's already solved my dad's prostate cancer, because I figured out with a bunch of help from other people how to use GPUs to identify where in his body the lesion was.”
Cliff Weitzman Sep 5, 2026 ▶ 1:03:25 How to Build Your Own Data Center & Why Every Startup Should Do It
Assertion Open · timeframe Dec 2026
Cognition Reportedly Raising at $46B Valuation With $1.6B Projected ARR
“Cognition raising round at forty six billion dollars reportedly. They will end the year at 1.6 billion in ARR. Currently doing 800 to 900.”
Harry Stebbings Sep 3, 2026 ▶ 37:23 NVIDIA Crushes Quarter | OpenAI Cuts Off Cursor | Instinct Hits $2.5B Valuation
Assertion Contradicted
Reyes: Major AI model providers explicitly plan to compete with customers
“At least, you know, two of the largest companies that provide models today have explicitly said, we are going to go after every single one of these industries and businesses that we provide like intelligence for.”
Eno Reyes Aug 29, 2026 ▶ 34:32 Should American Enterprises Work With Open-Source Chinese Models? | Only 10% of Neo-labs survive
Assertion Supported
Reyes: Chinese AI models show no unique security backdoors versus US models
“For me, the Chinese models specifically have demonstrated no examples where they have some sort of security risk or backdoor compared to American models.”
Eno Reyes Aug 29, 2026 ▶ 45:35 Should American Enterprises Work With Open-Source Chinese Models? | Only 10% of Neo-labs survive
Assertion Partly supported
Stebbings: Mercor Crosses $2B ARR and Raises at $20B Valuation
“I'm an investor in McCaw. I never thought this would be as big as it has got as quickly as hit, as it has done. It's crossing out two, two and a half billion ARR. They're doing a new round led by General Catalyst at twenty billion.”
Harry Stebbings Aug 27, 2026 ▶ 13:25 Anthropic's $30T Assumption & OpenAI Confirms IPO | Why Customer Service & Robotics are Overinflated
Assertion Partly supported
Stebbings: Surge AI at $3.5B ARR, Mercor $2.5B, Handshake $1B, Micro1 $500M
“Surge are doing three, three and a half. McCaw are doing two and a half. Handshaker doing one. Micro One are doing half.”
Harry Stebbings Aug 27, 2026 ▶ 21:16 Anthropic's $30T Assumption & OpenAI Confirms IPO | Why Customer Service & Robotics are Overinflated
Assertion Not checkable as stated
Murdock: Baseten's Deal With Cursor Yielded Scale but Little Profit
“I think cursor was pretty smart in the base 10 contracts from last year with cursor. I don't think there was much profit in it for a base 10. They just got revenue and they got scale from it, but they didn't get a lot of earnings.”
Jerry Murdock Aug 22, 2026 ▶ 9:39 The AI Bubble WILL Burst | Should we be fearful of Chinese Open-Source | Jerry Murdock
Assertion Not checkable as stated
Angelopoulos: Fake AI applicants passed Arena's live technical engineering interviews
“They come in, they're like, hey, I want to be an infrastructure engineer at Arena, which is a great job that we're hiring for you. But then the other side of it is some guy that looks perfectly normal. They're getting, you know, they're passing all of our tech…”
Anastasios Angelopoulos Aug 2, 2026 ▶ 34:53 Arena CEO: There Will be a $100BN US Open-Source Model & Data is a Trillion Dollar Market
Assertion Supported
O'Driscoll: OpenAI is lobbying in Washington for AI regulation alongside Anthropic
“They're signing this publicly while at the same time lobbying in Washington right alongside Anthropic for a regulatory process.”
Rory O'Driscoll Jul 29, 2026 ▶ 5:47 Jensen's Open-Weights Letter | Google Cloud Grows 82% But The Market Tanks
Assertion Not checkable as stated
Nitski: Mercor adds millions of dollars in cash to bank weekly
“It doesn't annoy me, no, because the, you know, we end every week with millions more in the bank, right? So it's funny how you can have, I've been at other Companies where I've seen, you know, interesting financial engineering and accounting, and people can ha…”
Osvald Nitski Jul 25, 2026 ▶ 37:31 Mercor Head of Product on Revenue Concentration from Frontier Labs
Assertion Partly supported
O'Driscoll: AI infrastructure spend hits $900B while AI apps struggle past $50B
“Zooming out a million miles, you know, my mental model is, I divide the AI world up into three buckets. It's the making AI, the infrastructure layer, right? And you're right, the spend there is eight, nine hundred billion dollars a year. Then there's the two f…”
Rory O'Driscoll Jul 23, 2026 ▶ 37:21 Should the US Ban Chinese Open-Source Models | OpenRouter's Chance To Sell | Stripe Buying PayPal
Assertion Not checkable as stated
Lemkin: Almost every AI go-to-market startup buys illegitimate data sources
“Almost every GT AI agent GTM provider is buying data sources that they probably shouldn't be buying. Almost every startup that is doing GTM, they are buying, whether it's a cleanse Chinese data center, they are taking your, like, you can't be that good with da…”
Jason Lemkin Jul 16, 2026 ▶ 57:53 Zuckerberg Back on X Challenging Codex & Claude Code | SK Hynix’s $26BN IPO · 20VC with Harry Stebbings
Assertion Supported
Lemkin: OpenAI and Anthropic Lied About Books and YouTube Training Data
“Open AI, an anthropic, Kind of lied about the books, and they definitely lied about training on YouTube”
Jason Lemkin Jul 9, 2026 ▶ 31:42 Enterprises Fear Frontier Models | Sam Altman Offers Trump 5% of OpenAI | DeepSeek Builds Own Chips · 20VC with Harry Stebbings
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
Assertion Contradicted
Stebbings: VC firms need a $400M fund to lead Series A today
“You can't do Series A unless you have a four hundred million dollar fund today. Absolutely no chance.”
Harry Stebbings Jul 6, 2026 ▶ 43:13 Why Now is the Time for the App Layer | Why Startups Should be TokenMaxxing | Mike Mignano, USV · 20VC with Harry Stebbings
Assertion Partly supported
O'Driscoll: The AI industry generates $100B revenue while spending $700B on CapEx
“So AI as a whole is getting a hundred billion in revenue and spending seven hundred billion a year. That's not a great business.”
Rory O’Driscoll Jun 25, 2026 ▶ 30:58 DeepSeek Raises at $50B | The Rise of Open Source vs OpenAI & Anthropic | OpenAI Builds Own Chip · 20VC with Harry Stebbings
Assertion Supported
Lemkin: OpenAI and Anthropic yield 40-70% gross margins on enterprise inference
“They have an enterprise base, which is, it has, you know, between 40 and 70% in, you know, gross margin just on inference.”
Jason Lemkin Jun 25, 2026 ▶ 36:08 DeepSeek Raises at $50B | The Rise of Open Source vs OpenAI & Anthropic | OpenAI Builds Own Chip · 20VC with Harry Stebbings
Assertion Partly supported
Lemkin: Prompt engineering skills that once paid $150,000 are now worthless
“When we started this show, you need to be a fucking prompt it. They would joke this was the highest paying job out of college was prompt engineers were making a 150,000 dollars out of college because they knew how to write a prompt. That skill's worthless toda…”
Jason Lemkin Jun 25, 2026 ▶ 48:06 DeepSeek Raises at $50B | The Rise of Open Source vs OpenAI & Anthropic | OpenAI Builds Own Chip · 20VC with Harry Stebbings
Assertion Supported
Randle: Frontier AI models can now autonomously execute cyber attacks
“Zooming out, I think the most important thing in all this Is that we step back from Anthropic and realize that the models are to place now, whether they're from Anthropic or elsewhere, where they can autonomously find and chain multiple vulnerabilities togethe…”
Everett Randle Jun 18, 2026 ▶ 37:06 Anthropic's Fable Banned by US Government | Wix & Adobe Hit All-Time Lows | Mistral Raising at $20BN · 20VC with Harry Stebbings
Assertion Supported
Anthropic lobbied heavily for US AI export controls
“And definitely like companies like Anthropic lobbied very hard for it.”
Aravind Srinivas Jun 15, 2026 ▶ 54:25 Perplexity CEO: Micron Will Be More Valuable Than Meta & How Export Controls Helped Not Hurt China · 20VC with Harry Stebbings
Assertion Partly supported
US government owns 10% of Intel, Nvidia and SoftBank 5% each
“American government owns 10% of Intel. Nvidia and SoftBank own five percent each.”
Aravind Srinivas Jun 15, 2026 ▶ 55:54 Perplexity CEO: Micron Will Be More Valuable Than Meta & How Export Controls Helped Not Hurt China · 20VC with Harry Stebbings
Assertion Partly supported
O'Driscoll: Musk earns $2B monthly selling compute to Anthropic and Google
“He found two of his biggest competitors who want to buy from him. You know, he's getting two billion a month, 1.25 from an topic and nine 50 from, no, the other way around, nine 50 from a topic, 1.25 from Google, the other way around, two billion a month. Two …”
Rory O’Driscoll Jun 11, 2026 ▶ 52:22 SpaceX Launches Largest Ever IPO | OpenAI Files to Go Public | Uber Cuts 23% of HR · 20VC with Harry Stebbings
Assertion Open · timeframe Jun 2036
Stebbings: Menlo to make $10B carry on Anthropic, Founders Fund more on SpaceX
“Menlo will make ten billion dollars in carry Spot will too, plus Founders Fund will make more than that from SpaceX.”
Harry Stebbings Jun 4, 2026 ▶ 1:25:09 Anthropic Files to Go Public | Cognition Raises $1BN at $26BN Valuation | The 996 Work Ethic · 20VC with Harry Stebbings
Assertion Supported
Foody: Investor Spread False Rumors of China Accessing Mercor Data
“Think of one person that's very prominent who's invested in multiple competitors and just, like, made this tweet about how all of our data was getting accessed by China when it was totally untrue.”
Brendan Foody Jun 1, 2026 ▶ 5:23 Mercor CEO: Why Application Layer Companies Have No Moat & The Cost of Hiring AI Researchers · 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
Assertion Not checkable as stated
Laqua: Crypto VCs encouraged founders to accept criminal liability
“I think on the extreme you have, like, if you go back in time a couple of years, a lot of the crypto investors would encourage company founders to take on quite a lot of personal liability, including criminal liability in many cases. And, you know, basically t…”
Nico Laqua May 30, 2026 ▶ 54:06 The Hardest Working Startup in America | Nico Laqua, Co-founder & CEO @ Corgi · 20VC with Harry Stebbings
Assertion Supported
O'Driscoll: xAI Rented Colossus Cluster to Anthropic for $1.25B Monthly
“They've rented that to Entropic for 1.25 billion a month, right, with a, I think, a ninety-day cancellation clause on either side.”
Rory O'Driscoll May 28, 2026 ▶ 50:13 OpenAI & SpaceX S1 Drops | Layoffs at Cloudflare & ClickUp | OpenRouter & Polsia Raise Mega Rounds · 20VC with Harry Stebbings
Assertion Not checkable as stated
Feldman asserts 90% to 95% of recent tech layoffs are AI-washed
“I think to date, most of the layoffs were AI washed. They were, because we did boneheaded hiring, During COVID. It is actually because a great deal of productivity gains has been, have occurred over the years that we're just now harvesting. The ability to gath…”
Andrew Feldman May 26, 2026 ▶ 33:00 Cerebras CEO on the Future of Data Centres, Token Costs & Memory | Should US Companies Sell to China · 20VC with Harry Stebbings
Assertion Not publicly verifiable
Peets: Chief Revenue Officers are receiving $100M compensation packages
“I know CRO's getting a hundred million dollar packages.”
Chad Peets May 23, 2026 ▶ 1:01 Why Anthropic Are Causing a Comp Crisis & Why You’d Never Hire From Salesforce or ServiceNow · 20VC with Harry Stebbings
Assertion Not checkable as stated
Chris Degnan claims startup CROs earn more than public company CROs
“It's better to be a CRO of a startup than it is a CRO of a publicly traded company. You'll get paid more.”
Chris Degnan May 23, 2026 ▶ 47:31 Why Anthropic Are Causing a Comp Crisis & Why You’d Never Hire From Salesforce or ServiceNow · 20VC with Harry Stebbings
Assertion Supported
Peets: Anthropic offered sales reps $1.2M compensation packages
“Like if Anthropic, for example, when they were at their three 80 valuation, they were offering reps, call it a 1,000,002.”
Chad Peets May 23, 2026 ▶ 49:25 Why Anthropic Are Causing a Comp Crisis & Why You’d Never Hire From Salesforce or ServiceNow · 20VC with Harry Stebbings
Assertion Supported
O'Driscoll: Anthropic Management Stating November Target for IPO
“They're saying they're going public in November”
Rory O'Driscoll May 21, 2026 ▶ 5:44 Anthropic Raises $30BN at $900BN Price | SpaceX Files S1: How Does it Trade | Cerebras Smashes Day 1 · 20VC with Harry Stebbings
Assertion Supported
Stebbings: Altman Offered $2M in OpenAI Tokens to Every YC Startup
“Sam Altman just offered two million dollars In open AI tokens to every YC startup in the current batch in exchange for equity.”
Harry Stebbings May 21, 2026 ▶ 1:02:36 Anthropic Raises $30BN at $900BN Price | SpaceX Files S1: How Does it Trade | Cerebras Smashes Day 1 · 20VC with Harry Stebbings
Assertion Not checkable as stated
Stebbings: Strained parental relationships correlate with successful founders
“Struggles in parental relationships often signify very successful founders, sadly.”
Harry Stebbings May 9, 2026 ▶ 44:56 Cliff Weitzman: What I Learned from 100 of the World’s Top CEOs & Why Tokens Will Outspend Salaries · 20VC with Harry Stebbings
Assertion Not checkable as stated
Tobi Lütke: Tech layoffs are driven by pandemic overhiring, not AI
“What you see right now is not AI layoffs. It's also just like the companies that are really slow that like overhired just like everyone else doing it now.”
Tobi Lütke May 4, 2026 ▶ 18:19 Shopify CEO on How AI is a Scapegoat for Mass Layoffs & Trump Derangement Syndrome in Canada · 20VC with Harry Stebbings
Assertion Partly supported
Tobi Lütke: Over 60% of Canadians view US as top national risk
“60% of people, more than 60, I think the numbers have gone up since, and people think that the United States is the largest risk to Canada, like, much larger than, like, Russia or China would be.”
Tobi Lütke May 4, 2026 ▶ 42:12 Shopify CEO on How AI is a Scapegoat for Mass Layoffs & Trump Derangement Syndrome in Canada · 20VC with Harry Stebbings
Assertion Partly supported
Tobi Lütke: Over 50% of Shopify's code is AI-generated
“It's a fair deal over 50%.”
Tobi Lütke May 4, 2026 ▶ 1:02:05 Shopify CEO on How AI is a Scapegoat for Mass Layoffs & Trump Derangement Syndrome in Canada · 20VC with Harry Stebbings
Assertion Not checkable as stated
Lemkin: Coupa, Zendesk, and Anaplan may fail to repay their debt
“Coupa, New Relic, Anaplan, even Zendesk, Avalara, Smartsheet they all look like they may not be able to fully repay their debt”
Jason Lemkin Apr 30, 2026 ▶ 47:05 Anthropic Raises $45B but Falls Short on Compute & Thoma Bravo Hand Back Medallia Keys to Creditors · 20VC with Harry Stebbings
Assertion Not checkable as stated
Adam Foroughi: AppLovin's 2022 Stock Buyback Created $50 Billion in Market Value
“So probably I'd say like based on where we're trading today, roughly a third of the company's value came from that buyback. So you said a hundred and fifty billion roughly, so let's call it fifty billion around.”
Adam Foroughi Apr 27, 2026 ▶ 59:07 AppLovin CEO: Why Founders Shouldn't Angel Invest & Why the Best Don't Need Mentorship · 20VC with Harry Stebbings
Assertion Supported
Stebbings: Anthropic secondary market pricing has reached $1 trillion
“Every dollar wants its home in Anthropic right now, and it's caused secondary market prices to surge to a trillion dollars for Anthropic.”
Harry Stebbings Apr 23, 2026 ▶ 42:49 Cursor Acquired for $60BN | Anthropic Hits $1TRN in Secondary Markets & Figma, Adobe, Canva Dead? · 20VC with Harry Stebbings
Assertion Not checkable as stated
Midha: Recursive Self-Improvement in AI Is Already Happening
“Some people would call that recursive self-improvement totally happening.”
Anjney Midha Apr 14, 2026 ▶ 9:11 The Early Days of Anthropic & How 21 of 22 VCs Rejected It | The Four Bottlenecks in AI | Anj Midha · 20VC with Harry Stebbings
Assertion Partly supported
Midha: Anthropic is the fastest-growing business of all time
“Tell them to give me a call when they'd like to be investors in the world's fastest growing business of all time, and then they can lecture me about public benefit governance and market share adoptions.”
Anjney Midha Apr 14, 2026 ▶ 21:17 The Early Days of Anthropic & How 21 of 22 VCs Rejected It | The Four Bottlenecks in AI | Anj Midha · 20VC with Harry Stebbings
Assertion Supported
Stebbings: Sequoia and top VCs announce misleading blended valuations
“The amount of Sequoia rounds where it's like, oh, you know, X raises money from square five billion. Trust me, Sequoia got in at one, but they just club it together and then announced the sum and then the latest valuation. And it's just very misleading.”
Harry Stebbings Apr 2, 2026 ▶ 35:57 OpenAI Kills Sora & Hits $100M ARR on Ads | Oura Going Public & Whoop Raises at $10BN · 20VC with Harry Stebbings
Assertion Partly supported
Andreessen: Silicon Valley is more centralized than ever due to AI
“The tech industry is more centralized in Silicon Valley than it has been in its entire existence, and I think it's AI.”
Marc Andreessen Mar 30, 2026 ▶ 0:29 Marc Andreessen: Will a16z Go Public & Why Labour Displacement with AI is Wrong? · 20VC with Harry Stebbings
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