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 13 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 3 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 Open · timeframe May 2045
Severin Hacker: AGI and UBI will replace human jobs in 20 years
“I believe that's gonna happen. Again, the big question is, is when is it gonna be? I don't think it's gonna be next five years. It's not going to be, maybe it's going to be next 10 years if you really see a broad adoption of these technologies, more likely may…”
Severin Hacker May 19, 2025 ▶ 18:17 Duolingo Co-Founder, Severin Hacker: How AI Impacts the Future of Work and Education · 20VC with Harry Stebbings
Prediction Not checkable as stated
Hacker: Lower software production costs will lead to more app creation
“And then the other thing it does, it just lowers the cost of lines of code, of software, right? So production, producing software. And then there's the Jervin's paradox, which says, you know, if you, the cost of a good goes down, you will actually have more de…”
Severin Hacker May 19, 2025 ▶ 14:42 Duolingo Co-Founder, Severin Hacker: How AI Impacts the Future of Work and Education · 20VC with Harry Stebbings
Prediction Not checkable as stated
Hacker: AI will cause product, engineering, and design roles to converge
“But with AI, you can see that there's maybe like a new role, kind of a product engineer designer, like one person who can do all of these roles to certain, you know, degree, like they can build a prototype and then maybe at some point they need to hand it off …”
Severin Hacker May 19, 2025 ▶ 15:38 Duolingo Co-Founder, Severin Hacker: How AI Impacts the Future of Work and Education · 20VC with Harry Stebbings
Prediction Not checkable as stated
Hacker: Computer science degrees will remain a good investment for five years
“I would say for the next five years, probably still like a Good investment.”
Severin Hacker May 19, 2025 ▶ 17:51 Duolingo Co-Founder, Severin Hacker: How AI Impacts the Future of Work and Education · 20VC with Harry Stebbings
Prediction Not checkable as stated
Hacker: AI tutors will become the primary learning method in the future
“And by the way, the other thing is like, so I do believe that the AI tutors will become really, really, really good. And it's gonna be the way most people learn most things in the future.”
Severin Hacker May 19, 2025 ▶ 48:14 Duolingo Co-Founder, Severin Hacker: How AI Impacts the Future of Work and Education · 20VC with Harry Stebbings
Prediction Not checkable as stated
Severin Hacker: AI will enable companies built with 10x fewer employees
“We're in the middle of this massive transformation. You can build companies with probably 10 times fewer employees.”
Severin Hacker May 19, 2025 ▶ 58:07 Duolingo Co-Founder, Severin Hacker: How AI Impacts the Future of Work and Education · 20VC with Harry Stebbings
Prediction Open · timeframe May 2030
Hacker: Pre-2022 art will increase in value as verified human creation
“In, in the art world, I believe that art that was made before 20, 22 is gonna increase in value because it's verified human.”
Severin Hacker May 19, 2025 ▶ 1:41:04 Duolingo Co-Founder, Severin Hacker: How AI Impacts the Future of Work and Education · 20VC with Harry Stebbings
Prediction Not checkable as stated
Hacker: Future learning apps will generate personalized exercises on the fly
“But really, I think the future is going to be quite different where you say like, hey, you know, you might be interested in, in rugby, and you have a trip planned to, I don't know, France. I think France also is, is big into rugby. And, you know, you could the…”
Severin Hacker May 19, 2025 ▶ 6:52 Duolingo Co-Founder, Severin Hacker: How AI Impacts the Future of Work and Education · 20VC with Harry Stebbings
Prediction Open · timeframe May 2028
Hacker: Duolingo will not launch standalone apps for new subjects
“No, no, no. No more new apps. If it's education, it goes into the main app.”
Severin Hacker May 19, 2025 ▶ 38:44 Duolingo Co-Founder, Severin Hacker: How AI Impacts the Future of Work and Education · 20VC with Harry Stebbings
Prediction Not checkable as stated
Hacker: AI will never motivate students on why learning matters
“It's like an AI will never tell you like why you should learn this. It's like the help you learn it, but it's not going to tell you know, why should I learn this? Why is this important?”
Severin Hacker May 19, 2025 ▶ 48:43 Duolingo Co-Founder, Severin Hacker: How AI Impacts the Future of Work and Education · 20VC with Harry Stebbings
Prediction Not checkable as stated
Hacker: Human-to-human interaction value will rise significantly despite AI
“No, I, that, that I don't believe, I don't, in fact, I think, no, I think the human to human interaction, the value of that will go up significantly.”
Severin Hacker May 19, 2025 ▶ 1:40:38 Duolingo Co-Founder, Severin Hacker: How AI Impacts the Future of Work and Education · 20VC with Harry Stebbings
Prediction Not checkable as stated
Hacker: The future of educational content will be 100% multimodal
“I think it's going to be multimodal. A hundred percent.”
Severin Hacker May 19, 2025 ▶ 8:44 Duolingo Co-Founder, Severin Hacker: How AI Impacts the Future of Work and Education · 20VC with Harry Stebbings
Prediction Not checkable as stated
Hacker: Duolingo aims for its score to become standard language proficiency metric
“One thing we're also very passionate about is, is the Duolingo score. I'm not sure if you notice it within Duolingo, but we now give you a score, like how good you are at this language. And we want this to become the way people talk about language proficiency.…”
Severin Hacker May 19, 2025 ▶ 46:09 Duolingo Co-Founder, Severin Hacker: How AI Impacts the Future of Work and Education · 20VC with Harry Stebbings
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