why aren't all 32 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 Supported
Flanagan: ChatGPT scrapes 1,500 web pages for every single referral visit
“Six months ago, it was 250 pieces of content scraped, and they give you one visit back. Today, it's 1500 pieces of content scraped, and they give you one visit back.”
Assertion Partly supported
Osika: Lovable's 85% month-one retention outperforms ChatGPT
“We have month one retention that's better than ChatGPT's month one retention on paying customers, and so it's about 85%.”
Assertion Supported
Acharya: 75% of public SaaS companies raised prices post-ChatGPT
“I looked at the data this morning, and if you look at SaaS, public market SaaS companies, 75% have raised prices since ChatGPT was released.”
Prediction Didn’t hold up
O'Driscoll: OpenAI Will Capture All Ad-Buying Value Natively Without Ad-Tech
“So I think for the paid ads, all the value that's going to be captured is going to be captured by OpenAI, and there's not going to be a optimization engine.”
Assertion Supported
Stebbings: ChatGPT usage dropped 22% after Google released new Gemini models
“Since the new Gemini models came out, you've had a 22% drop in ChatGPT usage.”
Assertion Supported
Calacanis: ChatGPT monthly user growth has slowed to single digits
“If you look at the numbers, the growth is down to single digits. Like, it's just, it is empirically true on any source. The growth is down to single digits on monthly growth.”
Prediction Held up
Rory O'Driscoll: ChatGPT will succeed without destroying Google Search
“The likely outcome for me is ChatGP continues to build this compelling consumer product, can command differentiated market, while at the same time Google search does not quote unquote go to zero.”
Assertion Contradicted
O'Driscoll: ChatGPT ended the 2022 VC market correction within a year
“In the context of anyone playing this business from 2010 on, there has never been a period of longer than a year where there's been a substantive correction or a curtailment of capital. The only year would have been 22, twenty-three-ish, and God bless ChatGPT …”
Assertion Supported
O'Driscoll: ChatGPT generates 70% to 80% of OpenAI's revenue
“ChatGPT, which is, you know, 70, 80% of the revenue dollars when they shipped, they didn't even think it was a major release.”
Prediction Held up
O'Driscoll: xAI will fail to displace ChatGPT's dominant consumer mindshare
“The market's already been taken and maybe it gets some share of it, but I don't think, yeah, I don't think you can build as big a thing. I don't think you can build, I don't think you can displace ChatGPT at scale in the minds of the consumer, which is 80, 90%…”
Assertion Partly supported
Lemkin: ChatGPT Holds 85% Market Share and Continues Growing
“And listen, I mean, open, I mean, chat GBT has like 85% market share, right? And growing, right?”
Assertion Supported
Lazarte: U.S. is winning the AI race against China by all measures
“I think by all, like, I think by all measures, like the U.S. Is winning. If you look at, like, all the AI products, like, ChatCPT is the most used, ah, AI assistant in the world, and sure, you can talk about, like, oh, how about DeepSeq and this and that, but …”
Prediction Held up
Ramaswamy: ChatGPT Will Remain the Primary Consumer AI Entry Point
“On the consumer side, I know you disagree, I think ChatGPT is getting to be that entry point, and so if I were a betting person on the consumer side, To the extent that there are variations in models and specializations I think that'll include to the incumbent…”
Assertion Supported
ChatGPT's Release Forced Google Onto Red Alert After Delaying Transformers
“Google Brain invents the kind of transformer and publishes it, and it's kind of bouncing around as kind of a research project, and it takes OpenAI developing it, scaling it, and releasing it as ChatGPT for Google to go on red alert and go, oh my god, we should…”
Assertion Partly supported
Calacanis: Anthropic delayed Claude launch before ChatGPT over safety concerns
“In fact, they refused to release Claude before ChatGPT because he didn't think it was safe. They only released Claude under, under duress.”
Assertion Partly supported
AI Power Users Pay 10x Higher Subscription Prices Than Traditional Software
“You look at Grok, heavy, it's 300 a month. ChatGPT, 200 a month. Gemini Ultra, two 50 a month. So we're seeing 10 X higher prices paid, and you have consumption revenue on top of it. So for the power users, they're paying incredibly high subscription rates plu…”
Assertion Supported
O'Driscoll: Serving free ChatGPT users costs more than Google or Facebook
“And the cost to serve a free ChatGPT customer is higher than either Facebook or Google.”
Assertion Partly supported
Breakout AI companies achieve massive scale with near-zero customer acquisition costs
“11 Labs has this, ChatGPT has this, XAI has this where it's organic customer acquisition or, you know, very low cost sales acquisition, Abridge, Harvey, companies where, like, the market is just absolutely starving for their product.”
Assertion Supported
Rory O'Driscoll: OpenAI lost an entire team following its 2023 board crisis
“In the last two years since the ChatGPT, since the OpenAI board change, you have lost an entire team at OpenAI.”
Assertion Supported
Lemkin: ChatGPT mobile downloads rival TikTok, Meta, and X combined
“It was ChatGPT over the last 28 days, 29.5 million downloads. ChatGPT, 29.5 million. Just mobile. That's just its mobile app. TikTok, Facebook, Instagram and X, thirty two million. So ChatGPT mobile downloads just about equal to all the social media guys combi…”
Assertion Contradicted
Lemkin: ChatGPT reached 800M users in 17 months
“ChatGPT is the fastest, even though Sam Lesson said he's not sure it's important, it's the fastest Gain of users in, in the history of the world. Zero to eight hundred million in 17 months. Okay. That's, it took Netflix 15 times longer. It took TikTok five tim…”
Assertion Supported
Socher: OpenAI generates vast majority of revenue from ChatGPT
“They make their revenue, the vast majority of their revenue from a consumer app called ChatGPT.”
Assertion Supported
Mollick: ChatGPT saves Danish knowledge workers 50% time on 30% of tasks
“A new study just came out of Denmark of people who are using chat GPT and, you know, in knowledge intensive work environments. And, you know, they're estimating that in, you know, over 30% of their tasks, they're saving 50% of their time.”
Assertion Contradicted
Mollick: ChatGPT adoption exceeds 70% in universities versus single digits elsewhere
“There's a reason why adoption rates are over 70% in universities for chat GPT. And while they're like at a few percent elsewhere in the world, we figure stuff out like this.”
Assertion Supported
Luan: ChatGPT was just GPT-3 with instruction tuning released a year later
“ChatGPT was really just GPT-III with instruction. It was basically like more chat tuning, but GPT-III API came out, I think, over a year before ChatGPT did, but only developers could play with it.”
Prediction Held up
Levie: OpenAI will become a universal assistant interface across audio, video, and text
“ChatGPT is going to be this universal sort of assistant interaction, you know, interface, and all the, you know, subsequent tools to manage that and interact with different AIs that kind of come together there. And then they're going to have an API business th…”
Assertion Supported
LeCun: All of OpenAI and the AI world runs on PyTorch
“ChatGPT was developed on PyTorch. Okay. All OpenAI runs on PyTorch. The entire world, in fact, runs on PyTorch, except Google, because they have their own thing, right?”
Assertion Supported
Green: Most regulated companies block access to Claude and ChatGPT
“Most big companies that are, like, financially regulated, you can't even go on to Claude or ChatGPT. Like, you can't even, like, get on the system to do work.”
Prediction Held up
O'Driscoll: AI platforms like ChatGPT will inevitably launch advertising
“I'm sure the other shoe to drop at some point is advertising. So it all makes sense because it's the only way it's one of only two ways to monetize the free users. So it's going to happen.”
Assertion Supported
Lazarte: ChatGPT reached nearly one billion monthly users in three years
“Three years ago, like, we didn't have ChatGPT, and now there's, like, close to a billion people that, that use it every month”
Assertion Supported
Marcus: ChatGPT reached 100 million users without direct network effects
“Chat GPT had over a hundred million users and got to this number without network effects, like direct network effects, which is stunning.”
Assertion Supported
O'Driscoll: ChatGPT was Apple's most downloaded app in 2025
“2025, the most down, and I checked, was the most downloaded app on Apple was ChatGPT.”