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 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

Opinion
Narayanan: GPT-4 passing bar and medical exams meant nothing for actual practice
“So when GPT-IV came out and OpenAI claimed that it passed the bar exam and the medical licensing exam people were very excited slash scared about what this means for doctors and lawyers, and the answer turned out to be approximately nothing, right? Because it'…”
Arvind Narayanan Aug 28, 2024 ▶ 18:44 Arvind Narayanan: AI Scaling Myths, The Core Bottlenecks in AI Today & The Future of Models | E1195 · 20VC with Harry Stebbings
Opinion
Narayanan: Comparing AI to nuclear weapons is a category error
“I think it's a bit of a category error there. I mean, a nuclear weapon is an actual weapon. AI is not a weapon.”
Arvind Narayanan Aug 28, 2024 ▶ 41:59 Arvind Narayanan: AI Scaling Myths, The Core Bottlenecks in AI Today & The Future of Models | E1195 · 20VC with Harry Stebbings
Opinion
Narayanan: Oligopoly of tech giants dominating AI models is serious risk
“That might happen. I think that's a very serious possibility, and I think this is actually one area where regulators should be paying attention. You know, what does this mean for market concentration, antitrust, and so forth?”
Arvind Narayanan Aug 28, 2024 ▶ 26:30 Arvind Narayanan: AI Scaling Myths, The Core Bottlenecks in AI Today & The Future of Models | E1195 · 20VC with Harry Stebbings
Opinion
Narayanan: Public right to AI knowledge overrides private commercial interests
“I don't think I would be a good CEO, but if there were one thing I could change about OpenAI, I think I think the need for the public to know what is going on with AI development overrides the you know, commercial interests of any company, so I think there nee…”
Arvind Narayanan Aug 28, 2024 ▶ 46:50 Arvind Narayanan: AI Scaling Myths, The Core Bottlenecks in AI Today & The Future of Models | E1195 · 20VC with Harry Stebbings
Opinion
Narayanan: LLMs are an off-ramp to superintelligence requiring new breakthroughs
“I have to say, I really like Jan LeCun's perspectives on various things, including his view that LLMs Our quote unquote off-ramp to super intelligence that, you know, in other words, we need a lot more scientific breakthroughs, as well as tamping down the fear…”
Arvind Narayanan Aug 28, 2024 ▶ 49:06 Arvind Narayanan: AI Scaling Myths, The Core Bottlenecks in AI Today & The Future of Models | E1195 · 20VC with Harry Stebbings
Opinion
Narayanan: AI is a net positive for society, unlike Bitcoin
“While there are harms around AI, I think it has been a net positive for society. I can't say the same thing about Bitcoin.”
Arvind Narayanan Aug 28, 2024 ▶ 2:45 Arvind Narayanan: AI Scaling Myths, The Core Bottlenecks in AI Today & The Future of Models | E1195 · 20VC with Harry Stebbings
Opinion
Narayanan: Generative AI companies deluded themselves into ignoring product-market fit
“They didn't think about actually building products, you know, making things that people want, finding product market fit, and all those things that are so basic in tech, but somehow AI companies diluted themselves into thinking that the normal rules don't appl…”
Arvind Narayanan Aug 28, 2024 ▶ 3:36 Arvind Narayanan: AI Scaling Myths, The Core Bottlenecks in AI Today & The Future of Models | E1195 · 20VC with Harry Stebbings
Opinion
Narayanan: Do not trust overconfident AGI predictions from tech CEOs
“I wouldn't put too much stock into these overconfident predictions from CEOs.”
Arvind Narayanan Aug 28, 2024 ▶ 21:54 Arvind Narayanan: AI Scaling Myths, The Core Bottlenecks in AI Today & The Future of Models | E1195 · 20VC with Harry Stebbings
Opinion
Narayanan: AI companies should help cover education system adaptation costs
“It forces a lot of costs upon the education system, and ideally, AI companies should be bearing some of that cost.”
Arvind Narayanan Aug 28, 2024 ▶ 35:52 Arvind Narayanan: AI Scaling Myths, The Core Bottlenecks in AI Today & The Future of Models | E1195 · 20VC with Harry Stebbings
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