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.

clear all ✕

why aren't all 63 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

Assertion Partly supported
Gerstner: OpenAI scaled users and revenue faster than any previous company
“We've never seen two companies in the case of open AI scale users and scale revenue as fast as they are”
Brad Gerstner Aug 28, 2025 ▶ 3:01 China, China, China. Breaking Down China’s Tech Surge | BG2 w/ Bill Gurley and Brad Gerstner · Bg2 Pod
Assertion Contradicted
Gerstner: OpenAI and Anthropic Private Rounds Eclipse Recent Tech IPOs
“I think these are bigger private IPOs than any public IPO done in the last five years in the tech market, right?”
Brad Gerstner Aug 28, 2025 ▶ 1:30 China, China, China. Breaking Down China’s Tech Surge | BG2 w/ Bill Gurley and Brad Gerstner · Bg2 Pod
Assertion Supported
Gerstner: Reasoning models dwarf single-shot ChatGPT in compute consumption
“You have these O series models, and now you have deep reasoning out of Google that launch this whole different vector of scaling intelligence and reasoning. But the thing about those, Bill, as you well know, is they are compute hogs. Right? The number of token…”
Brad Gerstner Jan 11, 2025 ▶ 31:21 Market Predictions, Rates & Inflation, DOGE, CES, AI Compute | BG2 w/ Bill Gurley & Brad Gerstner · Bg2 Pod
Assertion Partly supported
Gerstner: OpenAI Reached $4.5B in Revenue Much Faster Than Google and Meta
“OpenAI got to, you know, four and a half billion dollars of revenue in a fraction of the time it took Google and Meta.”
Brad Gerstner Oct 31, 2024 ▶ 37:35 Ep19. State of Venture, AI Scaling, Elections | BG2 w/ Bill Gurley, Brad Gerstner, & Jamin Ball · Bg2 Pod
Assertion Partly supported
Gerstner: ChatGPT Traffic Jumped to 2.6B Visits and 100M DAUs Post-GPT-4o
“Since it was released, web visits have gone from 1.8 billion to 2.6 billion visits per month. DAUs have gone from sixty million to a hundred million.”
Brad Gerstner Jul 25, 2024 ▶ 40:02 Ep13. Silicon Valley’s Political 180, META AI, COVID Postmortem | BG2 w/ Bill Gurley & Brad Gerstner · Bg2 Pod
Assertion Supported
Gurley: OpenAI Failed to Ship Voice Product Months After Promised Date
“The amazing voice demo that we saw on the last OpenAI demo day they had talked about releasing the voice product in two weeks and it's been months. Months, yeah. It's not out.”
Bill Gurley Jul 11, 2024 ▶ 38:59 Ep12. Tech Stocks vs the Rest; AI VC Bubble, Calcium CT Scan | BG2 with Bill Gurley & Brad Gerstner · Bg2 Pod
Assertion Supported
Gerstner: GPT-4o Dramatically Lowers Inference Pricing Over Benchmark Gains
“And we plotted chat GPT for Omni on this chart, and you can see how it barely improved in terms of human level, the human eval score, but it dramatically improved in terms of pricing, you know, in terms of inference pricing.”
Brad Gerstner May 16, 2024 ▶ 10:58 Ep9. GPT-4o, Astra, Multi Modal, China Tariffs, Tech Earnings | BG2 with Bill Gurley & Brad Gerstner · Bg2 Pod
Assertion Partly supported
Madra: Llama 3 70B is over 10x cheaper than GPT-4
“Price performance, right? You get probably on, from a GPT-IV, you're more than 10 times cheaper. Right. And you're. Yeah. Yeah. 10 times cheaper. And well, let me just tell you, GPT-IV is 10 dollars per million tokens input and 30 dollars per million token out…”
Sundeep Madra Apr 29, 2024 ▶ 5:16 Ep8. AI Models, Data Scaling, Enterprise & Personal AI | BG2 with Bill Gurley & Brad Gerstner · Bg2 Pod
Assertion Supported
Gerstner: Over 50% of OpenAI's revenue comes from consumers
“Over 50% of the revenue is, I think, from consumer.”
Brad Gerstner Apr 29, 2024 ▶ 7:00 Ep8. AI Models, Data Scaling, Enterprise & Personal AI | BG2 with Bill Gurley & Brad Gerstner · Bg2 Pod
Assertion Supported
Gerstner: OpenAI announced directing first $25B of nonprofit to health and security
“You announced that you're going to direct the first twenty five billion to health and AI security and resilience, Sam.”
Brad Gerstner Oct 31, 2025 ▶ 5:55 All things AI w @altcap @sama & @satyanadella. A Halloween Special. 🎃🔥BG2 w/ Brad Gerstner · Bg2 Pod
Assertion Supported
Nadella: Microsoft Azure was OpenAI's first sponsor in 2016
“We were involved even in 2016 when initially OpenAI started, in fact, Azure was even the first sponsor, I think. And then they were doing a lot more reinforcement learning at that time. I remember the Dota two competition, I think, happened on Azure, and then …”
Satya Nadella Oct 31, 2025 ▶ 33:00 All things AI w @altcap @sama & @satyanadella. A Halloween Special. 🎃🔥BG2 w/ Brad Gerstner · Bg2 Pod
Assertion Supported
Wu: Accordance achieved SOTA results on Tax Bench via OpenAI RFT
“There's another startup called Accordance that's doing this in the tax space. I think they've been targeting an eval called Tax Bench, which looks at, you know, CPA style tasks as well. And because they, because, you know, they're able to turn it into a very g…”
Sherwin Wu Sep 11, 2025 ▶ 41:24 Inside OpenAI Enterprise: Forward Deployed Engineering, GPT-5, and More | BG2 Guest Interview · Bg2 Pod
Assertion Supported
Wu: OpenAI's original product was its developer API, not ChatGPT
“When I joined OpenAI around three years ago to work on the API, it was actually the only product that we had. [178] Sherwin Wu: So I think a lot of people actually forget this, where the original product for, from OpenAI actually was not ChatGPT. [183] Sherwin…”
Sherwin Wu Sep 11, 2025 ▶ 2:49 Inside OpenAI Enterprise: Forward Deployed Engineering, GPT-5, and More | BG2 Guest Interview · Bg2 Pod
Assertion Supported
OpenAI is growing faster than Instagram did, says Kevin Weil
“I mean, for one, I, we have grown faster than anything I've ever seen. And I thought I had seen fast growth when I was at Instagram, for example.”
Kevin Weil Jun 21, 2025 ▶ 1:32 Coatue Pt2. Open AI’s Kevin Weil Dives into All Things ChatGPT | BG2 w/ Bill Gurley & Brad Gerstner · Bg2 Pod
Assertion Partly supported
Gerstner: Duolingo fell 4-5% following OpenAI's GPT-4o demo
“I think the day that the demo showed, Duolingo stock was down, you know, four or five percent”
Brad Gerstner May 16, 2024 ▶ 29:41 Ep9. GPT-4o, Astra, Multi Modal, China Tariffs, Tech Earnings | BG2 with Bill Gurley & Brad Gerstner · Bg2 Pod
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