Index 16% · Group
AI safety researchers
75%
Median of 6 counted estimates. One of 4 groups in the index, each with equal weight.
Who qualifies: People whose main work is AI safety or alignment: at a safety organisation, on a lab’s safety team, or in academia.
How the median is worked out
Counted estimates, lowest to highest. A range counts at its midpoint; estimates older than five years aren’t counted. With an even number, the median is halfway between the middle two.
- 10% Evan Hubinger
- 46% Paul Christiano
- 70% Daniel Kokotajlo
- 80% Dan Hendrycks
- 90% Max Tegmark
- 100% Roman Yampolskiy
Median: 75%
Stated estimates
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Roman Yampolskiy (bio, opens in new tab)
AI safety researcher; computer science professor at the University of Louisville
99.999999%
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Max Tegmark (bio, opens in new tab)
MIT physicist; president of the Future of Life Institute
>90%
2025 · source for Max Tegmark (X post by @tegmark)
probability that a race to AGI culminates in loss of control of Earth (his 'Compton constant')
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Dan Hendrycks (bio, opens in new tab)
Director of the Center for AI Safety
>80%
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Daniel Kokotajlo (bio, opens in new tab)
Executive Director of the AI Futures Project; former OpenAI researcher
70%
-
Paul Christiano (bio, opens in new tab)
Founder of the Alignment Research Center; former head of AI safety at the US AI Safety Institute
46%
humanity has irreversibly messed up its future within 10 years of building powerful AI
-
Evan Hubinger (bio, opens in new tab)
Alignment researcher at Anthropic
>10%
AI kills all humans within the next decade
Watchlist
People in this group who haven’t stated a number we can source. They join the list when they do.
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Connor Leahy
Listed elsewhere at 90% or more, from a video interview. We haven't yet confirmed his own words.
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Eliezer Yudkowsky
Often listed at above 90%, but those figures are other people's summaries of his views. We haven't found a number he has stated himself.
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Geoffrey Irving
Has described 'about a coin-flip chance' that everyone dies because of superintelligent AI. We list stated numbers, so this phrase isn't counted.
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Holden Karnofsky
Gave 10–90% as the range of views he finds reasonable, not as his own estimate.
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Jan Leike
Often listed at 10–90%, but in the cited interview that range was said by the host, not by Leike, who declined to give a number.
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Toby Ord
Gave about 1 in 10 for existential catastrophe from unaligned AI this century in his 2020 book The Precipice. We are confirming the exact wording.