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 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

Prediction Not checkable as stated
McKay: Familiarity and UX will decide the winner between ChatGPT and Claude
“That's what we'll win between Claude and ChatGPT. It's like for the average everyday user, the, Six billion people or whatever it might be. What's going to be most important for them is UI, UX, and how familiar they are with it and how often they use it. So if…”
Hamish McKay Jul 18, 2025 ▶ 22:26 Why Every Checkout Will Have This in 5 Years
Insight
Reyes: Generative AI optimizes for human satisfaction, not factual truth
“ChatGPT and all of generative AI that does text is optimized to give responses that are satisfying for humans. So then it doesn't care about truth or doesn't care about preciseness of information, but that you feel that what it's saying is very smart and that …”
Ricardo Michel Reyes Aug 15, 2023 ▶ 32:47 550 Million People, One Language, Zero Access to Venture Capital
Prediction Not checkable as stated
Reyes: Universal ChatGPT usage will eventually eliminate original human thought
“That there cannot be any more original thoughts because all thoughts are optimized to follow the Gaussian distribution because we are all using ChatGPT. So then like it's, we're just Sampling from the same distribution and there's no more creative people anymo…”
Ricardo Michel Reyes Aug 15, 2023 ▶ 45:31 550 Million People, One Language, Zero Access to Venture Capital
Opinion
Dubois: ChatGPT and LLMs lack true comprehension and are glorified autocomplete
“It doesn't actually understand anything. It doesn't know what it's saying. What it's really good at is picking what the next word, the next most likely word is based on this giant corpus of human speech that it's got, that it's been trained on. It just is real…”
Brian Dubois Aug 11, 2024 ▶ 14:24 Lights Out Factories: When the Goal Is No Humans Inside
Opinion
Smith: Base ChatGPT speaks like a socially unaware first-year analyst
“ChatGPT is very much like you know, talking to a socially unaware First year analyst who just kind of answers questions and is done. And it's not a very entertaining and interesting dialogue.”
Keith Smith Jan 2, 2024 ▶ 34:18 What Founding 5 Companies Took From My Kids That I Can't Get Back
Insight
Foster: Generative AI models cannot understand a product's core value proposition
“Whether it's chat GPT or any other, these other kind of like generative models, they, or AI systems, they don't have an underlying model of what the real kind of like good, like they don't have a model underneath of what A great product is. They're just trying…”
Ben Foster Jul 20, 2023 ▶ 19:59 AI Predicts the Next Word. It Cannot Predict the Next Car.
Opinion
Nathan: ChatGPT outperforms Google for nuanced product and service discovery
“I've found myself interestingly using it in place of Google for search on things that Google doesn't do a great job with. So, hey, what are, you know, what are other services that are similar to XYZ, for example, and You know, Google gives you websites that sh…”
Danny Nathan Jun 6, 2023 ▶ 46:03 Stringent Flexibility: How Apollo 21 Gets Teams to Stop Fighting Change
Insight
Vysotsky: ChatGPT's safety guardrails prevent it from recommending necessary employee terminations
“When you deal with chat GPT and through him this kind of situations, he tries to avoid firing as much as it can. It's impossible, you know, almost impossible to make him you know, type something like, okay, you have to fire this person. And I believe It happen…”
Oleksandr Vysotsky May 30, 2023 ▶ 33:10 3,000 Client Q&As Fed Into One Bot That Answers Like Him
Opinion
Vysotsky: ChatGPT translates foreign languages into English better than human translators
“It translate from foreign languages to English and does it pretty good. Better than most of you know, human translators.”
Oleksandr Vysotsky May 30, 2023 ▶ 20:59 3,000 Client Q&As Fed Into One Bot That Answers Like Him
Prediction Not checkable as stated
Weisbrot: Global Reliance on ChatGPT Could Homogenize Human Belief Systems
“Another issue with ChatGPT is if the world in mass becomes confident in the information ChatGPT provides, ChatGPT may become the underlying foundation for all information humans receive in the future, which means all of us will end up having a singular belief …”
Sean Weisbrot Apr 19, 2023 ▶ 33:45 The Skill That Decides If AI Replaces You or Works For You
Insight
Huselstein: Prompting Mastery Decides If AI Replaces You or Supercharges You
“Prompting and controlling the system to give the output that you desire is a skill that is going to heavily differentiate how much you can get out of it. Eventually maybe also how much you're being replaced with it to some degree, or how much you're replaceabl…”
Henri Huselstein Apr 19, 2023 ▶ 14:17 The Skill That Decides If AI Replaces You or Works For You
Insight
Founders should reference check VCs by calling their unlisted portfolio founders
“Why don't you call their founders and find out and not the ones they tell you to call. Here's the trick I tell my founders. You have a VC like, okay, great. Give me some references. Great. Here you go. Okay. Now give me the list of the founders you funded, or …”
Ben Narasin Jul 14, 2026 ▶ 6:41 Happiness Found Him Through a Crappy Movie at 2AM
Prediction Held up
Rischitelli: AI Platforms Like ChatGPT Will Implement Advertising Models Soon
“Because there's gotta be a, you know there's gonna be an ad model here very, very soon. They're already testing it out.”
Zachary Rischitelli May 26, 2026 ▶ 25:34 Who Are We Marketing to When 90% of White Collar Jobs Are Gone?
Assertion Supported
Sadan: Website Traffic Is Shifting From Google Search to AI Chat Platforms
“Historically, when we talked about SEO of website, of how websites are being found, SEO was kind of equal to Google, but that world is shifting and we're seeing The increase of traffic from some of these chat platforms, because people are now not just going to…”
Itai Sadan Jan 6, 2026 ▶ 3:33 65% of Their Sites Now Start This Way (Most Founders Miss It)
Insight
Ustinov: File Structures Enable Knowledge Reusability Better Than ChatGPT Threads
“You can do the same in chat GPT. But only within one like chat thread. So if you want to get back to this later in chat GPT, that would be like hard or impractical especially with like chats you had like long time ago, but here everything is saved to the same …”
Seva Ustinov Nov 18, 2025 ▶ 6:04 He Manages $100M in Ad Spend With a Trick Nobody Tried Yet
Opinion
Weisbrot: ChatGPT Struggles to Process Multi-Episode Video Content in Post-Production
“Post-production, the only real value you get is like in transcription and summarization. But if you try to feed it a list of episodes, it struggles to like grab things and tell you about them. At least ChattoPT is not good at it yet.”
Sean Weisbrot Oct 14, 2025 ▶ 12:30 Most People Know the Hard Call They Need to Make - and Don't
Insight
Weisbrot: Domain-specific AI assistants on websites outperform general ChatGPT twins
“So I feel like instead of having something inside of chat to PT, Having something that's specific is better because then you need me for this. Okay, fine. You need me for the cost cutting business. Okay, fine. You need me for this thing. Okay, fine. So I can s…”
Sean Weisbrot Oct 14, 2025 ▶ 24:09 Most People Know the Hard Call They Need to Make - and Don't
Prediction Not checkable as stated
Spahr: Persistent user memory will be AI's next major step
“I think the next step of AI is really going to be AI remembering our settings, Because I think the challenge is, is that each time we go into a ChatGPT or Claude or Brock session, it's almost tabula rasa, and it forgets your preferences, it forgets your voice,…”
Curtis Spahr Aug 26, 2025 ▶ 15:56 Earned Media Is Still King, But Not for the Reason You Think
Assertion Supported
Spahr: Claude, ChatGPT, and Grok cite press releases as authoritative sources
“And we have even seen in some of the answers that we've received back that Claude or ChatGPT or Grok is citing a published press release as an authoritative source of content.”
Curtis Spahr Aug 26, 2025 ▶ 8:53 Earned Media Is Still King, But Not for the Reason You Think
Insight
Jamison: Ranking across top search results forces ChatGPT product recommendations
“Can you go and like maybe five or six out of the top 20 results say that your iPhone wallet is the best one? What's ChatGPT going to recommend? They're clearly going to recommend your wallet.”
Travis Jamison Jul 4, 2025 ▶ 13:16 30% IRR From Plumbers and Dry Cleaners? Here Is How
Assertion Not checkable as stated
Hale: Prompting ChatGPT to find negative loops revealed blunt psychological truths
“This one prompt I did was told it to examine my memories and past conversations and find hidden negative loops that it can observe me in. And what it put it, what it put out, like shook me up for like two days. It was such a cold, hard, like blunt truth that I…”
Joshua Hale May 9, 2025 ▶ 28:32 ChatGPT Found His Hidden Negative Loops. It Shook Him for 2 Days
Insight
Smith: ChatGPT's lack of long-term memory prevents genuine parasocial relationships
“That is, it is impossible to build a relationship on top of that, and that is a little bit like what it is to chat, talk with ChatGPT, at least today, and a lot of the other AIs. They just don't have good long-term memory built in”
Keith Smith Jan 2, 2024 ▶ 27:47 What Founding 5 Companies Took From My Kids That I Can't Get Back
Opinion
Reyes: Hackers Are Actively Trying to Intercept ChatGPT Prompts for Credentials
“I think if you copy paste ChatGPT, probably OpenAI won't do anything with it, but I'm sure a lot of people are trying to see how to hack the prompts of people. To get all these passwords and codes and things that people just copy and paste away.”
Ricardo Michel Reyes Aug 15, 2023 ▶ 10:16 550 Million People, One Language, Zero Access to Venture Capital
Insight
Reyes: ChatGPT Can Automate End-to-End Keylogger Hacking Pipelines
“Nowadays you can just use ChatGPT to automate your keylogger hacking and just have like a full pipeline of keylogging hacking plus ChatGPT”
Ricardo Michel Reyes Aug 15, 2023 ▶ 11:35 550 Million People, One Language, Zero Access to Venture Capital
Assertion Not checkable as stated
Vysotsky: Implementing AI video production is 20x faster and 10x cheaper
“20 times faster and 10 times cheaper.”
Oleksandr Vysotsky May 30, 2023 ▶ 25:22 3,000 Client Q&As Fed Into One Bot That Answers Like Him
Assertion Not checkable as stated
Huselstein: ChatGPT German output rapidly matched English quality
“Six weeks ago that the way that you could operate the system in German was quite limited or not yet at a point where it was feeling as natural as it was in English. However, today already you can use it Very well in German, and it gives you almost the exact sa…”
Henri Huselstein Apr 19, 2023 ▶ 15:19 The Skill That Decides If AI Replaces You or Works For You
Opinion
Huselstein: ChatGPT Outperforms Manual Developer Daily Repo Summaries
“All of a sudden you can have ChatGPT just write certain summaries about your daily work activity in a certain style that you give it, and then from now on never have to worry about everybody being up to speed with what you did in that day on the code, right? W…”
Henri Huselstein Apr 19, 2023 ▶ 20:10 The Skill That Decides If AI Replaces You or Works For You
Opinion
Weisbrot: Claude is far superior to ChatGPT for programming tasks
“I don't know why people use chat GPT. For programming. I don't see it at all. I just think Claude is far superior for that.”
Sean Weisbrot Aug 26, 2025 ▶ 27:50 Earned Media Is Still King, But Not for the Reason You Think
Opinion
Weisbrot: ChatGPT retains user memory significantly better than Google Gemini
“ChatGPT is better at storing memory of you”
Sean Weisbrot Aug 26, 2025 ▶ 17:23 Earned Media Is Still King, But Not for the Reason You Think
Opinion
Huselstein: ChatGPT launched because it is capable yet sufficiently restricted
“I think the reason why this is being published now is because it's good enough to be exposed to the public and probably also restricted enough to not scare people.”
Henri Huselstein Apr 19, 2023 ▶ 8:14 The Skill That Decides If AI Replaces You or Works For You
Disclosure
Sean Weisbrot: Claude handles coding while ChatGPT plans marketing and pricing
“I work with Claude because Claude is designed to be an AI that helps you with coding. I use ChatGPT for planning around marketing and sales and pricing strategy and product launches, these kinds of things.”
Sean Weisbrot Jun 26, 2025 ▶ 3:57 This AI Flirts, Fights, and Freaks You Out (Grok AI)
Opinion
Huselstein: Team Developed a ChatGPT 'God Mode' Jailbreak Within Five Days
“We had developed that in the first five days of GPT being out. There's a big possibility that that already doesn't work anymore simply because the system has been Hacked quote unquote in that way already, and generally I would guess they've built the system so…”
Henri Huselstein Apr 19, 2023 ▶ 13:01 The Skill That Decides If AI Replaces You or Works For You
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