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 10 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

Prediction Not checkable as stated
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.”
Mark Cuban Apr 29, 2026 ▶ 16:33 Mark Cuban: AI Hype vs. Reality, OpenAI's Wasting $1 Trillion, Lebron vs. Jordan
Prediction Not checkable as stated
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 …”
Mark Cuban Apr 29, 2026 ▶ 23:59 Mark Cuban: AI Hype vs. Reality, OpenAI's Wasting $1 Trillion, Lebron vs. Jordan
Prediction Not checkable as stated
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…”
Mark Cuban Apr 29, 2026 ▶ 27:08 Mark Cuban: AI Hype vs. Reality, OpenAI's Wasting $1 Trillion, Lebron vs. Jordan
Prediction Open · timeframe Apr 2031
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…”
Mark Cuban Apr 29, 2026 ▶ 29:30 Mark Cuban: AI Hype vs. Reality, OpenAI's Wasting $1 Trillion, Lebron vs. Jordan
Prediction Open · timeframe Apr 2031
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…”
Mark Cuban Apr 29, 2026 ▶ 45:14 Mark Cuban: AI Hype vs. Reality, OpenAI's Wasting $1 Trillion, Lebron vs. Jordan
Prediction Not checkable as stated
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?”
Mark Cuban Apr 29, 2026 ▶ 7:13 Mark Cuban: AI Hype vs. Reality, OpenAI's Wasting $1 Trillion, Lebron vs. Jordan
Prediction Not checkable as stated
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.”
Mark Cuban Apr 29, 2026 ▶ 41:22 Mark Cuban: AI Hype vs. Reality, OpenAI's Wasting $1 Trillion, Lebron vs. Jordan
Prediction Not checkable as stated
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.”
Mark Cuban Apr 29, 2026 ▶ 25:27 Mark Cuban: AI Hype vs. Reality, OpenAI's Wasting $1 Trillion, Lebron vs. Jordan
Prediction Not checkable as stated
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.”
Mark Cuban Apr 29, 2026 ▶ 37:05 Mark Cuban: AI Hype vs. Reality, OpenAI's Wasting $1 Trillion, Lebron vs. Jordan
Assertion Not checkable as stated
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…”
Mark Cuban Apr 29, 2026 ▶ 43:53 Mark Cuban: AI Hype vs. Reality, OpenAI's Wasting $1 Trillion, Lebron vs. Jordan
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