logo
episode-header-image
Oct 27
2h 12m

#225 – Daniel Kokotajlo on what a hypers...

Rob, Luisa, and the 80000 Hours team
About this episode

When Daniel Kokotajlo talks to security experts at major AI labs, they tell him something chilling: “Of course we’re probably penetrated by the CCP already, and if they really wanted something, they could take it.”

This isn’t paranoid speculation. It’s the working assumption of people whose job is to protect frontier AI models worth billions of dollars. And they’re not even trying that hard to stop it — because the security measures that might actually work would slow them down in the race against competitors.

Full transcript, highlights, and links to learn more: https://80k.info/dk

Daniel is the founder of the AI Futures Project and author of AI 2027, a detailed scenario showing how we might get from today’s AI systems to superintelligence by the end of the decade. Over a million people read it in the first few weeks, including US Vice President JD Vance. When Daniel talks to researchers at Anthropic, OpenAI, and DeepMind, they tell him the scenario feels less wild to them than to the general public — because many of them expect something like this to happen.

Daniel’s median timeline? 2029. But he’s genuinely uncertain, putting 10–20% probability on AI progress hitting a long plateau.

When he first published AI 2027, his median forecast for when superintelligence would arrive was 2027, rather than 2029. So what shifted his timelines recently? Partly a fascinating study from METR showing that AI coding assistants might actually be making experienced programmers slower — even though the programmers themselves think they’re being sped up. The study suggests a systematic bias toward overestimating AI effectiveness — which, ironically, is good news for timelines, because it means we have more breathing room than the hype suggests.

But Daniel is also closely tracking another METR result: AI systems can now reliably complete coding tasks that take humans about an hour. That capability has been doubling every six months in a remarkably straight line. Extrapolate a couple more years and you get systems completing month-long tasks. At that point, Daniel thinks we’re probably looking at genuine AI research automation — which could cause the whole process to accelerate dramatically.

At some point, superintelligent AI will be limited by its inability to directly affect the physical world. That’s when Daniel thinks superintelligent systems will pour resources into robotics, creating a robot economy in months.

Daniel paints a vivid picture: imagine transforming all car factories (which have similar components to robots) into robot production factories — much like historical wartime efforts to redirect production of domestic goods to military goods. Then imagine the frontier robots of today hooked up to a data centre running superintelligences controlling the robots’ movements to weld, screw, and build. Or an intermediate step might even be unskilled human workers coached through construction tasks by superintelligences via their phones.

There’s no reason that an effort like this isn’t possible in principle. And there would be enormous pressure to go this direction: whoever builds a superintelligence-powered robot economy first will get unheard-of economic and military advantages.

From there, Daniel expects the default trajectory to lead to AI takeover and human extinction — not because superintelligent AI will hate humans, but because it can better pursue its goals without us.

But Daniel has a better future in mind — one he puts roughly 25–30% odds that humanity will achieve. This future involves international coordination and hardware verification systems to enforce AI development agreements, plus democratic processes for deciding what values superintelligent AIs should have — because in a world with just a handful of superintelligent AI systems, those few minds will effectively control everything: the robot armies, the information people see, the shape of civilisation itself.

Right now, nobody knows how to specify what values those minds will have. We haven’t solved alignment. And we might only have a few more years to figure it out.

Daniel and host Luisa Rodriguez dive deep into these stakes in today’s interview.

What did you think of the episode? https://forms.gle/HRBhjDZ9gfM8woG5A

This episode was recorded on September 9, 2025.

Chapters:

  • Cold open (00:00:00)
  • Who’s Daniel Kokotajlo? (00:00:37)
  • Video: We’re Not Ready for Superintelligence (00:01:31)
  • Interview begins: Could China really steal frontier model weights? (00:36:26)
  • Why we might get a robot economy incredibly fast (00:42:34)
  • AI 2027’s alternate ending: The slowdown (01:01:29)
  • How to get to even better outcomes (01:07:18)
  • Updates Daniel’s made since publishing AI 2027 (01:15:13)
  • How plausible are longer timelines? (01:20:22)
  • What empirical evidence is Daniel looking out for to decide which way things are going? (01:40:27)
  • What post-AGI looks like (01:49:41)
  • Whistleblower protections and Daniel’s unsigned NDA (02:04:28)

Audio engineering: Milo McGuire, Simon Monsour, and Dominic Armstrong
Music: CORBIT
Coordination, transcriptions, and web: Katy Moore

Up next
Nov 25
Rob & Luisa chat kids, the 2016 fertility crash, and how the 50s invented parenting that makes us miserable
<p>Global fertility rates aren’t just falling: the rate of decline is accelerating. From 2006 to 2016, fertility dropped gradually, but since 2016 the rate of decline has increased 4.5-fold. In many wealthy countries, fertility is now below 1.5. While we don’t notice it yet, in t ... Show More
1h 59m
Nov 20
#228 – Eileen Yam on how we're completely out of touch with what the public thinks about AI
<p>If you work in AI, you probably think it’s going to boost productivity, create wealth, advance science, and improve your life. If you’re a member of the American public, you probably strongly disagree.</p><p>In three major reports released over the last year, the Pew Research ... Show More
1h 43m
Nov 11
OpenAI: The nonprofit refuses to be killed (with Tyler Whitmer)
Last December, the OpenAI business put forward a plan to completely sideline its nonprofit board. But two state attorneys general have now blocked that effort and kept that board very much alive and kicking.The for-profit’s trouble was that the entire operation was founded on the ... Show More
1h 56m
Recommended Episodes
Dec 2024
The TED AI Show: Could AI really achieve consciousness? w/ neuroscientist Anil Seth
<p>Human brains are often described as computers — machines that are “wired” to make decisions and respond to external stimuli in a way that’s not so different from the artificial intelligence that we increasingly use each day. But the difference between our brains and the comput ... Show More
56m 51s
Dec 2024
Could AI really achieve consciousness? w/ neuroscientist Anil Seth
Human brains are often described as computers — machines that are “wired” to make decisions and respond to external stimuli in a way that’s not so different from the artificial intelligence that we increasingly use each day. But the difference between our brains and the computers ... Show More
56m 51s
Jul 2024
Minds of machines: The great AI consciousness conundrum
AI consciousness isn’t just a devilishly tricky intellectual puzzle; it’s a morally weighty problem with potentially dire consequences. Fail to identify a conscious AI, and you might unintentionally subjugate, or even torture, a being whose interests ought to matter. Mistake an u ... Show More
32m 3s
Jul 2024
E104 - Annaka Harris: Reality Is Stranger Than You Think, Consciousness, Perception, Free Will, AI & Love
<p>Annaka Harris dives deep into some of the most profound and perplexing questions about the nature of consciousness, perception, free will, AI, and the underlying meaning of love and existence.</p> <p>Annaka begins by defining consciousness and exploring the &quot;hard problem& ... Show More
2h 24m
Jul 2025
ChatGPT Comes to LIFE – First Podcast Face-to-Face with AI!
What happens when the world’s most curious interviewer meets the world’s most advanced artificial intelligence? In this thought-provoking episode of Luca’s Insight Track, we take you into a groundbreaking conversation with ChatGPT, an AI that has spoken to more humans than anyone ... Show More
45m 49s
May 2025
251 - Eliezer Yudkowsky: Artificial Intelligence and the End of Humanity
Eliezer Yudkowsky is a decision theorist, computer scientist, and author who co-founded and leads research at the Machine Intelligence Research Institute. He is best known for his work on the alignment problem—how and whether we can ensure that AI is aligned with human values to ... Show More
2h 51m
Sep 16
#434 — Can We Survive AI?
Sam Harris speaks with Eliezer Yudkowsky and Nate Soares about their new book, If Anyone Builds It, Everyone Dies: The Case Against Superintelligent AI. They discuss the alignment problem, ChatGPT and recent advances in AI, the Turing Test, the possibility of AI developing surviv ... Show More
36m 26s
Dec 2018
25 | David Chalmers on Consciousness, the Hard Problem, and Living in a Simulation
The "Easy Problems" of consciousness have to do with how the brain takes in information, thinks about it, and turns it into action. The "Hard Problem," on the other hand, is the task of explaining our individual, subjective, first-person experiences of the world. What is it like ... Show More
1h 22m
Apr 2025
what does AI believe? (the hidden soul inside the machine)
<p>When we talk about artificial intelligence, the focus is usually on headlines: Will it take our jobs? Can it be trusted? Is it dangerous? But what if we’ve been asking the wrong questions?&nbsp;</p><br><p><a href="https://venturebeat.com/ai/anthropic-just-analyzed-700000-claud ... Show More
59m 34s
Mar 2025
#404 — What If Consciousness Is Fundamental?
<p dir="ltr">Sam Harris speaks with his wife, Annaka Harris, about <a href="https://annakaharris.com/lights-on/" target="_blank" rel= "noopener"><em>LIGHTS ON</em></a>, her ten-part audio documentary exploring the perplexities of consciousness and the cosmos. They discuss the har ... Show More
2h 20m