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.
why aren't all 22 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 2 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
Cuban: Within three years, companies will master AI or go under
“When it's all said and done over the next three years, there's going to be two types of companies. Those who are great at AI and those who went out of business.”
Cuban: AI companies will never see returns on trillion-dollar infrastructure spend
“They'll never get it. Yeah, they're just shitting away that money.”
Cuban: Sam Altman is 'all over the map' and it will backfire
“Sam is all over the map, and I think that'll backfire on him.”
Cuban: Seat-licensed SaaS is doomed without exclusive proprietary data
“So I think if a company has IP that as part of their software, and when I say IP, not just, okay, our software is a little better, faster, cheaper, more, this is a database of things that you can't get anywhere else, that they're not making available to AI to …”
Cuban: Compute will get cheaper faster than capex projections expect
“The ability to process is going to get faster, cheaper, right? And it's going to happen faster and quicker than people expect. And so I think a lot of the numbers that they're throwing out there aren't going to come to fruition, you know, which is why I say th…”
Cuban: Patent filings will decline because AI models train on them
“And what you'll, you're starting to see happen, and will happen even more, if you own intellectual property, you're gonna see fewer people applying for patents, because the minute you apply for the patent, it's available to everybody, which means every model c…”
Cuban: Apple's plug-and-play model strategy will let it monetize consumer AI
“Apple's got it right in some respect in that everybody with an iPhone, it's going to be plug and play to plug in whichever model you want, and they'll have the ability at some point just to swap those out for their own if they choose or just Like they've done …”
Cuban: Entry-level software engineering jobs at big companies will vanish
“If you try to work in a big company and become an entry-level software engineer or programmer, that's just not gonna be there because the people in that big company, they're gonna have training, they're gonna have older people that are in the IT department tha…”
Cuban: Michael Jordan would decisively beat LeBron James one-on-one
“Jordan.
Alex Kantrowitz: Jordan.
Mark Cuban: Yeah, no question.”
Cuban: Business leaders who avoid using LLMs are falling behind
“I think, you know, if you're not using one of the large language models, whether it's Claude, my favorite, ChatGPT, Grok Gemini, you know, from a business perspective, since this is a business and student audience, you're falling way behind. That if you don't …”
Cuban: AI models will not understand the consequences of their actions
“When you think about AI today and for the foreseeable future, it's not gonna know the It's not going to know the consequences of its actions, right?”
Cuban: AI agents are ideal for customer service and intern-level work
“If you already have a business, the things that you've considered outsourcing, You know, your customer center, your customer call centers, whatever it may be, AI agents are perfect for. So you can do that. The stuff you would give to an intern, AI agents are p…”
Cuban: Companies must completely reformulate their operations to benefit from AI
“In order to take advantage of AI, to answer your question, you have to reformulate your business completely to build it on AI. It's the difference between running a business before PCs and computers, and running a business after PCs and computers. You would do…”
Cuban: AI will displace jobs but will not cause 50% unemployment
“There's gonna be displacement, there's no question about it, but I'm not, you're one of those people that says, jobs will be optional, like Elon Musk said, or 50% unemployment, no.”
Cuban: NBA games should be shortened from 48 to 40 minutes
“By cutting back to 40 minutes from 48, it's equivalent of shaving about 14 games off the season, which I think will help The players' bodies, and I think it would make the games better, because, you know, we all kind of pitter-patter till the fourth quarter, a…”
Cuban: Sports with less active game time achieve higher TV ratings
“If you look at ratings for sports, the less amount of game time, the actual playing game time, the higher the ratings.”
Cuban: Using AI to accelerate learning gives workers a permanent edge
“You will always have an edge over everybody around you if you're using AI to learn. If you're just using it just so you don't have to do the work, and it's your drunk intern, I mean, you're gonna struggle.”
Cuban: I will not invest in founders avoiding AI for MVPs
“And if you're not willing or don't realize that you could just go to Claude and learn this stuff and do a minimum viable product, then you're not somebody I'm going to invest in.”
Cuban: Consulting demand will surge to help enterprises implement AI
“Yeah, because there's going to be a period of time where somebody's got to help all these companies figure out how to implement AI And not only implement it, but how to reformulate their businesses.”
Cuban: AI labs winning students and teachers will build durable loyalty
“I think by getting students and teachers excited about the capabilities and features of the AI that you're offering, creates a foundation that, that they'll, they'll want to be comfortable with, and they'll stick with those tools for a long, long time.”
Cuban: I built Cost Plus Drugs price monitoring in 12 minutes
“For Cost Plus Drugs, I like to compare our pricing to other competitors, and I just went in the cloud and said, okay, go to these three sites. Here's a list of all the products that Cost Plus Drugs carry. Take the top 25 most expensive, and every week I want t…”
Cuban: Rebel Cheese saves $50,000 monthly using automated shipping AI agents
“So what this company did, Rebel Cheese, was they wrote a little agent that took a picture of the box when it's getting ready to ship, and determined the size, looked at the price list, look at the invoice, took a picture of the invoice, compared them, and when…”