Paul Christiano: 10 to 20 percent chance of AI takeover with many or most humans dead, April 2023
Paul Christiano, then head of the Alignment Research Center and formerly lead of the language model alignment team at OpenAI, said on the Bankless podcast released 24 April 2023 that there is maybe a 10 to 20 percent chance of AI takeover with many or most humans dead, and that overall it might be up to a 50 50 chance of doom shortly after human level systems exist. Fortune reported the remarks on 3 May 2023.
The verdict
Reported, primary not reached
A reliable secondary source carries it, and the primary document could not be reached. Printed with this label, never as verified.
Key facts
What the sources say
- Record ID
- ODDS-2026-0016
- Kind
- Stated probability
- Jurisdiction
- United States
- Last verified
- Added
- Fortune, 3 May 2023, by Tristan Bove, quotes Christiano on Bankless: I think maybe there is a 10 to 20 percent chance of AI takeover, with many, most humans dead.
- Fortune also quotes: overall, maybe you are getting more up to a 50 50 chance of doom shortly after you have AI systems that are human level.
- The Bankless episode 168, How to Solve AI Alignment with Paul Christiano, was released on 24 April 2023; the show's debrief page was reached but carries no transcript.
- In 2024 Christiano became head of AI safety at the US AI Safety Institute; the statements predate that role.
Dimension by dimension
5 dimensions, each one stated, silent or open
Role at the time, Where it was said, Timeframe named, Stated basis, Later revision. Stated means the document you can open below says it; silent means the ledger read the document and it does not.
- Role at the timeReported
- Head, Alignment Research Center; formerly language model alignment lead, OpenAIFortune, OpenAI's former top safety researcher says there is a 10 to 20 percent chance the tech will take over, secondary source, 3 May 2023.
- Where it was saidReported
- Bankless podcast episode 168, released 24 April 2023, reported by Fortune on 3 May 2023Fortune, OpenAI's former top safety researcher says there is a 10 to 20 percent chance the tech will take over, secondary source, 3 May 2023.
- Timeframe namedReported
- Shortly after human level systems, for the 50 50 figure; none for the takeover rangeFortune, OpenAI's former top safety researcher says there is a 10 to 20 percent chance the tech will take over, secondary source, 3 May 2023.
- Stated basisReported
- Fortune summarises his concern as dependence on systems that stop prioritising human interestsFortune, OpenAI's former top safety researcher says there is a 10 to 20 percent chance the tech will take over, secondary source, 3 May 2023.
- Later revisionOpen
- No later revision found as of 2026-09-16
Figures
Every number, with who measured it and when
- 10 percent
Stated lower bound of the chance of AI takeover with many or most humans dead, no timeframe stated
Fortune, OpenAI's former top safety researcher says there is a 10 to 20 percent chance the tech will take over, secondary source, as of .
- 20 percent
Stated upper bound of the chance of AI takeover with many or most humans dead, no timeframe stated
Fortune, OpenAI's former top safety researcher says there is a 10 to 20 percent chance the tech will take over, secondary source, as of .
- 50 percent
Stated chance of doom shortly after human level AI systems exist, given as 50 50
Fortune, OpenAI's former top safety researcher says there is a 10 to 20 percent chance the tech will take over, secondary source, as of .
What it changes
For a reader deciding how much weight to give a number
Two numbers from one speaker in one conversation, for two differently defined outcomes, show a reader how much of a stated probability is the definition: takeover with mass death gets 10 to 20, a broader doom gets 50 50. Compare each figure only with a row that names the same outcome. The speaker later held a public safety role, which is a reason to record the statement, not a reason to weigh it as an institutional finding.
Sources
What this record was verified against
- Fortune, OpenAI's former top safety researcher says there is a 10 to 20 percent chance the tech will take overSecondary · 3 May 2023
- Bankless, Debrief: How to Solve AI Alignment (episode 168 page)Secondary · 24 April 2023
Related
Records that sit beside this one
Daniel Kokotajlo: something like 70 percent that this goes horribly wrong, July 2026
United States · verified 16 September 2026
The Diary of a CEO episode page (Apple Podcasts listing), released 13 July 2026, describes Kokotajlo as a former OpenAI researcher and says he put the odds of catastrophe as high as 70 percent.
Dario Amodei: 10 to 25 percent chance that things go badly, October 2023
United States · verified 16 September 2026
The Logan Bartlett Show's own page for episode 82 records: Dario gives a 75 to 90 percent chance that crazy tech will be built and everything will go fine, and works on reducing the 10 to 25 percent chance that disaster could occur.
Open question: are two named people's percentages comparable when neither states a timeframe or a definition of catastrophe?
Global · verified 16 September 2026
Grace et al. 2023 report that between 38 and 51 percent of respondents gave at least 10 percent to outcomes as bad as extinction depending on the question asked, a framing effect inside one survey.
Jacob Coxon: a 10 percent extinction estimate attributed to him by AP, no such statement found, September 2026
United States · verified 16 September 2026
AP via ABC News and PBS NewsHour, 14 September 2026: an Anthropic researcher, Coxon, estimated a 10 percent chance of AI causing human extinction within the next decade.
Pacing the Frontier statement: 1,386 industry signatories ask for tools to pace automated AI development, July 2026
United States · verified 16 September 2026
The statement text: we request that the US government support an international effort to develop the technical and governance tools needed to deliberately pace the frontier of automated AI development.
Jack Clark: we have seen warning shots and that gives us a window to act, September 2026
United States · verified 16 September 2026
NPR Morning Edition, 15 September 2026 (Steve Inskeep and Majd Al-Waheidi): Clark said we are not saying the threat to the world is here today; we have seen warning shots, and that gives us a window in which we can act.
Cite this record
Free to reuse under CC BY 4.0, with attribution. The record ID ODDS-2026-0016 is permanent and is never reused.
- In a sentence
- According to the GAGE Doom Number (as of 16 September 2026), paul christiano: 10 to 20 percent chance of ai takeover with many or most humans dead, april 2023.
- APA
- GAGE (Global Academy of Generative-AI Education). (2026). Paul Christiano: 10 to 20 percent chance of AI takeover with many or most humans dead, April 2023. Doom Number. Retrieved 16 September 2026, from https://www.gage.academy/tools/doom-number/records/ODDS-2026-0016-paul-christiano-10-to-20-percent-chance-of-ai-takeover-april-2023
- MLA
- "Paul Christiano: 10 to 20 percent chance of AI takeover with many or most humans dead, April 2023." Doom Number, GAGE (Global Academy of Generative-AI Education), 16 September 2026, https://www.gage.academy/tools/doom-number/records/ODDS-2026-0016-paul-christiano-10-to-20-percent-chance-of-ai-takeover-april-2023.
- Chicago
- GAGE (Global Academy of Generative-AI Education). "Paul Christiano: 10 to 20 percent chance of AI takeover with many or most humans dead, April 2023." Doom Number. Last modified 16 September 2026. https://www.gage.academy/tools/doom-number/records/ODDS-2026-0016-paul-christiano-10-to-20-percent-chance-of-ai-takeover-april-2023.
- Permalink
- https://www.gage.academy/tools/doom-number/records/ODDS-2026-0016-paul-christiano-10-to-20-percent-chance-of-ai-takeover-april-2023
Last updated . Every record re verified . The ledger is checked weekly, every Monday, and the same day a named person states a new figure in public.
Back to the full ledger, or every record for United States and every stated probability record.
GAGE briefings tell you which AI regulation deadlines are coming, what they actually require of you, and when a program opens.