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 9 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 1 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 Held up
Marcus: A death will be tied to an LLM within a year
“The prediction that I made Is basically that there will be a death tied to a large language model in the next year.”
Gary Marcus Sep 13, 2022 ▶ 48:29 Is AI Dangerously Overhyped? — With Gary Marcus
Prediction Not checkable as stated
Marcus: Gen AI's core business model will be surveillance and ads
“The business model of gen AI will be surveillance and hyper-targeted ads, just like it has been for social media.”
Gary Marcus May 7, 2025 ▶ 46:43 Are We at the End of Ai Progress? — With Gary Marcus
Prediction Open · timeframe Sep 2052
Marcus: Machines will convincingly conduct podcast interviews within 30 years
“And some point I'm going to say, 30 years from now. We'll be able to make machines that do podcast interviews and I won't really know. I don't really know if you're a person fake or, you know, machine faking me out or whatever at some point.”
Gary Marcus Sep 13, 2022 ▶ 32:38 Is AI Dangerously Overhyped? — With Gary Marcus
Prediction Not checkable as stated
Marcus: LLMs will connect to all major software within two years
“You have companies like Adept that are spending their whole time trying to quote, add all the world, connect all of the world's software to large language models. So if not now, soon enough. I think that that's right. Like, you know, two years if it's not toda…”
Gary Marcus Feb 23, 2023 ▶ 25:55 Blake Lemoine and Gary Marcus Debate AI Chatbots
Prediction Not checkable as stated
Marcus: AI is not close to fooling experts in hour-long conversations
“Well, I don't think we're that close to a system that's going to be able to, you know, if I have an hour with it, let's say just to be conservative. I don't think we're that close to a victory there.”
Gary Marcus Feb 23, 2023 ▶ 48:41 Blake Lemoine and Gary Marcus Debate AI Chatbots
Prediction Not checkable as stated
Marcus: AI deployment will not pause unless Congress steps in
“The bottom line is what's driving it, and it's not that likely, unless Congress steps in, that there will be a pause.”
Gary Marcus Feb 23, 2023 ▶ 52:28 Blake Lemoine and Gary Marcus Debate AI Chatbots
Prediction Not checkable as stated
Marcus: Future AGI systems will require internal world models
“So I'm pretty confident that we'll have models of the world, internal ideas about how the world works. I don't see how to build an AI without it.”
Gary Marcus Sep 13, 2022 ▶ 29:33 Is AI Dangerously Overhyped? — With Gary Marcus
Prediction Not checkable as stated
Marcus: LLM-powered misinformation as a service will soon be widespread
“If what you want to do is to put out like 10,000 versions of something on Twitter, something untrue and find one that sticks, then misinformation as a service, which is how they might call it in the tech industry is a pretty damn powerful technique. And if it …”
Gary Marcus Sep 13, 2022 ▶ 45:02 Is AI Dangerously Overhyped? — With Gary Marcus
Prediction Not checkable as stated
Marcus: AI Will Change Art but Humans Will Remain Creative Filters
“I think it probably will change art. I think in general that humans are still going to be like the creative inspiration and are often going to be filtering things.”
Gary Marcus Sep 13, 2022 ▶ 6:33 Is AI Dangerously Overhyped? — With Gary Marcus
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