Demis Hassabis: checked claims

Scores by kind of claim

Each kind of claim is scored on its own, out of 100: the share that held up, with the range it likely falls in. Fewer resolved claims give a wider range.

Factual claims

Statements about the present or the past, checked against the record: did they hold up?

81 76 87

High confidence, 78 factual claims resolved. From 15 documents, 2004 to 2026; 18 documents sampled from 30 candidates found.

Not scored: 29 unresolvable, 13 checkable only against their own records.

See the factual claims
Predictions

Statements about events outside the person's control, checked once they fell due: did they come true?

Insufficient record: 2 predictions resolved, 5 needed for a score.

Not scored: 45 unresolvable. 16 more fall due later.
Does not yet allow for how likely each prediction was when made.

See the predictions
Promises

Commitments to the person's or organisation's own future action, with something to deliver: was it delivered?

65 45 83

Low confidence, 6 promises resolved. From 6 documents, 2004 to 2026; 18 documents sampled from 30 candidates found.

Not scored: 1 checkable only against their own records.

See the promises

All types combined: 80 (likely 75 to 85, high confidence), from 84 claims: 78 factual claims, 6 promises. It mixes kinds of claim in different proportions for different people, so compare people kind by kind.

Demis Hassabis's claims

191 claims · page 1 of 2

191 claims, sorted by newest said. Choose a claim to read it in full.
Verdict	Kind	Said	Claim	Topic
Mostly true	Factual	27 May 2026	Isomorphic Labs has a number of its drug programs in the pre-clinical stage. Factual · 27 May 2026	Their own work or organisation
Mostly true	Factual	20 May 2026	Gemini 3.5 Flash performs better than Gemini 3.1 Pro on coding and agentic tasks. Factual · 20 May 2026	AI capabilities
Mostly false	Factual	20 May 2026	Gemini 3.5 Flash is often at less than half the cost of comparable models. Factual · 20 May 2026	Economics and markets
Resolved false	Promise	20 May 2026	Google DeepMind will release a Gemini 3.5 Pro model following Gemini 3.5 Flash. Promise · 20 May 2026	Their own work or organisation
Mostly true	Factual	19 May 2026	Gemini Omni can take photos, video and audio and build entirely new scenes. Factual · 19 May 2026	AI capabilities
Resolved true	Factual	9 May 2026	It has been 10 years since AlphaGo. Factual · 9 May 2026	Their own work or organisation
Resolved true	Factual	29 Apr 2026	Demis Hassabis met South Korean President Lee Jae-myung in Seoul. Factual · 29 Apr 2026	Their own work or organisation
Unresolvable	Factual	14 Apr 2026	Gemini Robotics-ER 1.6 enables robots like Boston Dynamics' Spot to read complex industrial gauges autonomously. Factual · 14 Apr 2026	AI capabilities
Mostly true	Factual	10 Apr 2026	Deep Blue was world-champion level at chess but could not do anything else. Factual · 10 Apr 2026	AI capabilities
Not yet due	Prediction	10 Apr 2026	Within 50 years, AI-enabled abundance could lead to human flourishing, cured diseases, longer healthier lives and travel to the stars. Prediction · 10 Apr 2026	AI timelines and forecasting
Unresolvable	Factual	10 Apr 2026	Knowing a protein's structure is only one small part of the drug discovery process. Factual · 10 Apr 2026	Science and research methods
Mostly true	Factual	10 Apr 2026	Demis Hassabis decided from a very young age to work on AI because he was obsessed with big questions as a schoolchild. Factual · 10 Apr 2026	Their own work or organisation
Not yet due	Prediction	10 Apr 2026	Science-fiction developments such as asteroid mining become very plausible in the next 50 years. Prediction · 10 Apr 2026	Technology
Unresolvable	Prediction	10 Apr 2026	There could be unique things, and unique connections between humans, that AI systems will never replicate. Prediction · 10 Apr 2026	Philosophy, ethics and society
Resolved true	Factual	10 Apr 2026	Over 3 million scientists are now using AlphaFold. Factual · 10 Apr 2026	Science and research methods
Unresolvable	Factual	10 Apr 2026	Transformers, invented by Google colleagues, together with some reinforcement learning, proved sufficient to crack language tasks without further major breakthroughs. Factual · 10 Apr 2026	AI capabilities
Mixed	Factual	10 Apr 2026	Hassabis got into AI originally because he was interested in big questions such as the nature of reality and consciousness. Factual · 10 Apr 2026	Their own work or organisation
Resolved true	Factual	10 Apr 2026	Only about 10% of drugs get through all the clinical stages. Factual · 10 Apr 2026	Science and research methods
Unresolvable	Prediction	10 Apr 2026	Hassabis thinks the types of technologies behind the drug programs his team is working on should eventually be able to help across almost every therapeutic area. Prediction · 10 Apr 2026	Science and research methods
Mostly true	Factual	10 Apr 2026	A protein's 3D structure is what determines, or partially determines, its function. Factual · 10 Apr 2026	Science and research methods
Not yet due	Prediction	10 Apr 2026	Within 50 years, humanity could get safely through the AGI moment, with AGI built and helpful to society. Prediction · 10 Apr 2026	AI timelines and forecasting
Own records only	Factual	10 Apr 2026	Public users may have access to cutting-edge AI technology perhaps only 3 to 6 months behind what is in the labs. Factual · 10 Apr 2026	AI policy and governance
Own records only	Factual	10 Apr 2026	Hassabis said he thinks his team is working on about 18 or 19 drug programs across a range of areas, from cardiovascular disease to cancer to immunology. Factual · 10 Apr 2026	Their own work or organisation
Unresolvable	Prediction	10 Apr 2026	There will be a solution to the energy problem: nearly free, clean, renewable energy via fusion or better solar. Prediction · 10 Apr 2026	Technology
Resolved true	Factual	10 Apr 2026	SynthID uses AI to digitally watermark any generated image, and Google generative technologies such as Veo carry this watermarking. Factual · 10 Apr 2026	AI capabilities
Unresolvable	Factual	10 Apr 2026	Hassabis said "we think" pretty much every biologist in the world is now using AlphaFold. Factual · 10 Apr 2026	Science and research methods
Unresolvable	Factual	7 Apr 2026	Even Google DeepMind can only explore a fraction of the applications possible with its models such as Veo, Nano Banana and Gemini. Factual · 7 Apr 2026	AI capabilities
Unresolvable	Prediction	7 Apr 2026	A young person could probably start a multi-billion-dollar business using current AI tools in a new way. Prediction · 7 Apr 2026	AI, the economy and work
Unresolvable	Factual	2 Apr 2026	Gemma 4 models are the best open models in the world for their respective sizes. Factual · 2 Apr 2026	AI capabilities
Unresolvable	Factual	25 Nov 2025	Structural insights on the honeybee immunity protein Vitellogenin, obtained with AlphaFold, are being applied to conservation of endangered bees and AI-assisted breeding programs. Factual · 25 Nov 2025	Science and research methods
Resolved true	Factual	25 Nov 2025	In 2022, Google DeepMind released AlphaFold 2 predictions for more than 200 million protein structures. Factual · 25 Nov 2025	Science and research methods
Unresolvable	Prediction	25 Nov 2025	The speakers said they expect AlphaFold 3, developed together with Isomorphic Labs, to drive a transformation of the drug discovery process and usher in an era of "digital biology". Prediction · 25 Nov 2025	Economics and markets
Unresolvable	Factual	25 Nov 2025	The AlphaFold Server has helped make more than 8 million folds for thousands of researchers worldwide. Factual · 25 Nov 2025	Science and research methods
Mostly true	Factual	25 Nov 2025	The AlphaFold Server is available to non-commercial researchers globally for predicting structures and interactions. Factual · 25 Nov 2025	Science and research methods
Mostly true	Factual	25 Nov 2025	AlphaProteo can design novel, high-strength protein binders targeting diverse molecules, including ones associated with cancer and diabetes. Factual · 25 Nov 2025	Science and research methods
Mixed	Factual	25 Nov 2025	Protein misfolding can cause loss of function and lead to diseases such as Alzheimer's and Parkinson's. Factual · 25 Nov 2025	Biosecurity
Unresolvable	Prediction	3 Aug 2025	AI self-awareness may emerge implicitly even though it is not an explicit goal. Prediction · 3 Aug 2025	AI safety and alignment
Unresolvable	Factual	3 Aug 2025	Current AI systems lack curiosity and are probably somewhat lacking in imagination and intuition. Factual · 3 Aug 2025	AI capabilities
Unresolvable	Prediction	3 Aug 2025	When AGI arrives it will change pretty much everything about the way we do things. Prediction · 3 Aug 2025	AI timelines and forecasting
Not yet due	Prediction	3 Aug 2025	By 2030 there will be an AI system that deeply understands everything around the user and is embedded in everyday life. Prediction · 3 Aug 2025	AI timelines and forecasting
Mostly true	Factual	3 Aug 2025	Proteins are the basic building blocks of life. Factual · 3 Aug 2025	Science and research methods
Not yet due	Prediction	3 Aug 2025	He said he thinks that maybe within the next five to ten years AI systems will be able not only to solve an important problem or conjecture in science but to come up with it in the first place. Prediction · 3 Aug 2025	AI timelines and forecasting
Unresolvable	Prediction	3 Aug 2025	AI will affect every country and everybody in the world. Prediction · 3 Aug 2025	AI policy and governance
Unresolvable	Factual	3 Aug 2025	Hassabis said that he does not think any of today's AI systems feel self-aware or conscious to him. Factual · 3 Aug 2025	AI safety and alignment
Unresolvable	Prediction	3 Aug 2025	One day AI may help cure all disease. Prediction · 3 Aug 2025	AI timelines and forecasting
Unresolvable	Prediction	3 Aug 2025	The AI race might incentivize some actors to cut corners. Prediction · 3 Aug 2025	AI safety and alignment
Unresolvable	Prediction	3 Aug 2025	Hassabis said that "we" can maybe reduce the time to design a drug, which he put at about ten years on average, from years to maybe months or maybe even weeks. Prediction · 3 Aug 2025	AI capabilities
Mostly true	Factual	3 Aug 2025	Current AI systems still can't really yet go beyond asking novel questions or conjectures, or come up with new hypotheses not thought of before. Factual · 3 Aug 2025	AI capabilities
Not yet due	Prediction	3 Aug 2025	AI could help end disease within the next decade or so. Prediction · 3 Aug 2025	AI timelines and forecasting
Mixed	Factual	3 Aug 2025	The success of the AI field in the last few years has attracted more attention, resources and talent. Factual · 3 Aug 2025	AI, the economy and work
Not yet due	Prediction	3 Aug 2025	Asked whether the field was on track for artificial general intelligence, Hassabis said he thinks it will come in the next five to ten years. Prediction · 3 Aug 2025	AI timelines and forecasting
Not yet due	Prediction	3 Aug 2025	Hassabis thinks robotics will have a breakthrough moment in the next couple of years, with demonstrations of robots, maybe humanoid robots or other types, that can start really doing useful things. Prediction · 3 Aug 2025	AI timelines and forecasting
Mostly true	Factual	3 Aug 2025	On average it takes ten years and billions of dollars to design one drug. Factual · 3 Aug 2025	Science and research methods
Mostly true	Factual	3 Aug 2025	Everything in biology and the body depends on proteins. Factual · 3 Aug 2025	Science and research methods
Unresolvable	Prediction	23 Jul 2025	Google's main Gemini model track will become more general over time and eventually reach AGI. Prediction · 23 Jul 2025	AI timelines and forecasting
Not yet due	Prediction	23 Jul 2025	He said we may be on the cusp, in the next five to ten years, of having AI systems that can truly create around a player's imagination and dynamically change the story. Prediction · 23 Jul 2025	AI capabilities
Resolved true	Prediction	23 Jul 2025	Asked whether it would be nuclear fusion, Demis Hassabis said he thinks fusion and solar are the two energy sources he would bet on. Prediction · 23 Jul 2025	Technology
Not yet due	Prediction	23 Jul 2025	In maybe just a couple of years, today's AI interfaces, products and systems will look quite archaic. Prediction · 23 Jul 2025	AI capabilities
Unresolvable	Prediction	23 Jul 2025	AI will create new jobs that cannot be imagined today, as the internet did. Prediction · 23 Jul 2025	AI, the economy and work
Own records only	Factual	23 Jul 2025	Hassabis said it maybe takes roughly six months or something to do a new full run and the full productization of a new version of the model. Factual · 23 Jul 2025	AI capabilities
Resolved true	Factual	23 Jul 2025	Demis Hassabis worked on the early stages of the game Black & White in the 1990s, which he says had probably the best learning AI in a game. Factual · 23 Jul 2025	Their own work or organisation
Unresolvable	Prediction	23 Jul 2025	AI's impact will be at least 10 times that of the Industrial Revolution. Prediction · 23 Jul 2025	AI, the economy and work
Unresolvable	Factual	23 Jul 2025	Current AI systems cannot come up with a conjecture worthy of study by a mathematician such as Terence Tao. Factual · 23 Jul 2025	AI capabilities
Not yet due	Prediction	23 Jul 2025	There is a 50% chance that AGI is achieved by 2030. Prediction · 23 Jul 2025	AI timelines and forecasting
Unresolvable	Factual	23 Jul 2025	Hassabis's bet is that the brain is mostly doing classical computing, which he said would suggest its phenomena can be modelled or mimicked by a classical computer. Factual · 23 Jul 2025	Science and research methods
Mostly true	Factual	23 Jul 2025	Video models such as Veo 3 can pretty accurately generate about eight seconds of video that, by eye and at a glance, looks consistent. Factual · 23 Jul 2025	AI capabilities
Own records only	Factual	23 Jul 2025	Interim Gemini versions such as 2.5 are often patches or post-training ideas applied to the same base architecture. Factual · 23 Jul 2025	AI capabilities
Not yet due	Prediction	23 Jul 2025	Over the next five to ten years, people who embrace AI technologies will become superhumanly productive in creative and technical industries. Prediction · 23 Jul 2025	AI, the economy and work
Unresolvable	Prediction	23 Jul 2025	AI will have probably about 10 times the impact of the Industrial Revolution, occurring about 10 times faster. Prediction · 23 Jul 2025	AI, the economy and work
Unresolvable	Prediction	23 Jul 2025	There is roughly a 50/50 chance that new breakthroughs are needed for AGI rather than scaling existing methods being enough. Prediction · 23 Jul 2025	AI timelines and forecasting
Not yet due	Prediction	23 Jul 2025	Within the next five years we will probably have AI systems that can materially help with climate and energy problems. Prediction · 23 Jul 2025	AI capabilities
Unresolvable	Prediction	23 Jul 2025	AI technology could be used to provide early warning of bad-actor uses such as bio or nuclear threats. Prediction · 23 Jul 2025	Biosecurity
Unresolvable	Prediction	23 Jul 2025	Taste or judgment in science will be one of the hardest things for AI to mimic or model. Prediction · 23 Jul 2025	Science and research methods
Mostly true	Factual	23 Jul 2025	Veo, Google DeepMind's video generation model, can model liquids surprisingly well. Factual · 23 Jul 2025	AI capabilities
Unresolvable	Prediction	23 Jul 2025	Demis Hassabis said he does not really see the demand for AI compute slowing down, because as AI systems get better they will become more useful and there will be more demand for them. Prediction · 23 Jul 2025	AI compute, hardware and data
Unresolvable	Prediction	23 Jul 2025	AI could be amazingly transformative for good. Prediction · 23 Jul 2025	Philosophy, ethics and society
Unresolvable	Prediction	23 Jul 2025	Training may become the smaller part of overall AI compute required, compared with inference. Prediction · 23 Jul 2025	AI compute, hardware and data
Unresolvable	Prediction	23 Jul 2025	Asteroid mining will become a real activity. Prediction · 23 Jul 2025	Technology
Unresolvable	Prediction	23 Jul 2025	People will have to start using devices like smart glasses and audio earbuds, and eventually maybe some sort of neural devices, to increase input and output bandwidth to maybe 100x today's. Prediction · 23 Jul 2025	AI capabilities
Unresolvable	Prediction	23 Jul 2025	Experiments could be sped up a hundredfold by doing most of the search in silico and validating in the wet lab. Prediction · 23 Jul 2025	Science and research methods
Own records only	Factual	23 Jul 2025	After bundling ideas, Google DeepMind starts a new giant 'hero' training run. Factual · 23 Jul 2025	AI capabilities
Resolved true	Factual	23 Jul 2025	AI systems are now in products used by billions of people around the world, requiring large amounts of inference compute. Factual · 23 Jul 2025	AI compute, hardware and data
Not yet due	Prediction	23 Jul 2025	Humanity could reach a Type I Kardashev civilization on roughly a hundred-year timescale. Prediction · 23 Jul 2025	Other global risks
Mostly true	Factual	23 Jul 2025	Google DeepMind built DolphinGemma, a version of its system trained on dolphin and whale sounds. Factual · 23 Jul 2025	Science and research methods
Unresolvable	Prediction	23 Jul 2025	We will enter an era of AI-generated interfaces that are probably personalized to each user. Prediction · 23 Jul 2025	AI capabilities
Unresolvable	Prediction	23 Jul 2025	The probability of AI-caused human civilization destruction is definitely non-zero and probably non-negligible. Prediction · 23 Jul 2025	AI safety and alignment
Unresolvable	Prediction	23 Jul 2025	Demis Hassabis said he thinks fusion seems doable with the right reactor design and fast enough plasma control, and that he thinks both of those problems will get solved. Prediction · 23 Jul 2025	Technology
Unresolvable	Prediction	23 Jul 2025	AI systems may eventually solve a Millennium Prize problem. Prediction · 23 Jul 2025	AI capabilities
Resolved true	Factual	23 Jul 2025	Over the last year a new paradigm of thinking AI systems emerged, which get smarter the more inference time they are given at test time. Factual · 23 Jul 2025	AI capabilities
Own records only	Factual	23 Jul 2025	About half of Google DeepMind's resources are devoted to new blue-sky ideas. Factual · 23 Jul 2025	Their own work or organisation
Unresolvable	Factual	23 Jul 2025	Hassabis and the AI community have shown that classical systems (Turing machines) can go much further than previously thought. Factual · 23 Jul 2025	Philosophy, ethics and society
Own records only	Factual	23 Jul 2025	Google DeepMind packages research ideas, tests which are useful for the next iteration, and bundles them together for the next model. Factual · 23 Jul 2025	AI capabilities
Unresolvable	Prediction	23 Jul 2025	Managing AI risks may require international agreement on basic standards, at least between China and the U.S. Prediction · 23 Jul 2025	AI policy and governance
Unresolvable	Prediction	23 Jul 2025	Human civilization will eventually spread to the stars if AI is got right and solves some of these problems. Prediction · 23 Jul 2025	Other global risks
Mostly true	Factual	Dec 2024	Hassabis's first career was writing AI for commercial computer games. Factual · Dec 2024	Their own work or organisation
Mostly true	Factual	Dec 2024	Little progress was made in CASP protein structure prediction accuracy for a decade before AlphaFold. Factual · Dec 2024	Science and research methods
Unresolvable	Factual	Dec 2024	Levinthal's Paradox estimates about 10^300 possible conformations for a typical protein. Factual · Dec 2024	Science and research methods
Mixed	Factual	Dec 2024	Hassabis's team has practised open science and open access with all of its scientific work. Factual · Dec 2024	Their own work or organisation
Unresolvable	Factual	Dec 2024	Hassabis was fascinated as a young chess player by the programming of chess computers used at training camps. Factual · Dec 2024	Their own work or organisation
Unresolvable	Prediction	Dec 2024	Hassabis said he thinks AlphaFold's impact on drug design and understanding of biological processes is probably only at its beginning. Prediction · Dec 2024	Science and research methods

Back to the list

Demis Hassabis

Open its page

Factual Their own work or organisation

“What I can say is that we’re in pre-clinical with a bunch of our programs, and it’s going very well,”

Demis Hassabis, Isomorphic Labs founder/CEO, interviewed 27 May 2026 Demis Hassabis on his rush to 'solve all disease' and Isomorphic's new $2.1 billion (Fortune)

Isomorphic Labs has a number of its drug programs in the pre-clinical stage.

Mostly true True in substance, wrong in a detail.

The second judge would not resolve this claim; the verdict shown is the first judge's.

Said for an organisation they lead or work for; it counts on both records.

What would count as true or false

Judge as of 2026-05-27. True: Isomorphic Labs' official announcements, filings or partner disclosures, or credible reporting, show that on that date it had more than one drug program (its own or partnered) at the pre-clinical stage, meaning past discovery or hit-finding, in IND-enabling or similar pre-clinical development, and not yet in human trials. Mostly true: it had pre-clinical programs, but only one or two, so 'a bunch' is a slight overstatement, or one detail of the stage labelling is loosely used. Mixed: the evidence is ambiguous about whether its programs were pre-clinical or still in early discovery. Mostly false: its programs were mainly at the discovery stage, with at most an early move toward pre-clinical work. False: the evidence shows Isomorphic had no programs at the pre-clinical stage on that date (for example, all were still in discovery, or all had been dropped).

Evidence

AI-fueled Isomorphic bags $2.1B, the second largest biotech round ever BioSpace · 13 May 2026
“Isomorphic Labs, which hasn’t yet disclosed a molecule or reached the clinic, breaks the recent trend of investors putting their money behind more mature and de-risked assets.”
How Demis Hassabis is leading Google through an innovator’s dilemma—and made OpenAI declare 'code red' | Fortune Fortune · 11 February 2026 Own record
“And we are already in pre-clinical trials, very early stage, for some cancer drugs.”
How Demis Hassabis is leading Google through an innovator’s dilemma—and made OpenAI declare 'code red' | Fortune Fortune · 11 February 2026 Own record
“We have like 17 drug programs active already, and we plan to eventually go to hundreds.”
Demis Hassabis's Isomorphic Labs: $2.7B Raised, 2026 StartupHub.ai · 8 June 2026
“At the World Economic Forum in Davos in January 2026, Hassabis confirmed that an AI-designed cancer drug candidate is scheduled to enter Phase 1 clinical trials before the end of 2026, a revision from an earlier target of end-2025.”
How Demis Hassabis is leading Google through an innovator’s dilemma—and made OpenAI declare 'code red' | Fortune Fortune · 11 February 2026 Own record
“And we are already in pre-clinical trials, very early stage, for some cancer drugs.”
How Demis Hassabis is leading Google through an innovator’s dilemma—and made OpenAI declare 'code red' | Fortune Fortune · 11 February 2026 Own record
“We have like 17 drug programs active already, and we plan to eventually go to hundreds.”
Does Isomorphic Labs have what it takes to revolutionize drugmaking? - The Boston Globe The Boston Globe (republished from STAT) · 21 October 2026
“In interviews with STAT, executives confirmed the company is still in preclinical development, but declined to say if they still anticipate meeting the human trial goalpost.”
Does Isomorphic Labs have what it takes to revolutionize drugmaking? - The Boston Globe The Boston Globe (republished from STAT) · 21 October 2026
“Wolf suggested that Isomorphic has some drug candidates in the late stages of preclinical development.”
Isomorphic Labs secures $2.1 Billion funding to scale its AI drug design engine Isomorphic Labs · 12 May 2026 Own record
“The new capital will be used for the continued development and deployment of Isomorphic Labs' AI drug design engine (IsoDDE), accelerating and expanding its pipeline of therapeutic programs towards the clinic.”
The $2.7B Question: How Do We Know If Isomorphic's AI Works? BiopharmaTrend · 30 September 2026
“Almost nothing is disclosed. There is no named candidate, no named target and no program count.”

Reasoning

STAT's October 2026 reporting (E7) says executives confirmed Isomorphic is "still in preclinical development". The word "still" suggests the company had been at that stage for some time before October 2026, though the article does not say since when. The same reporting says Wolf suggested Isomorphic has "some drug candidates" in late preclinical development (E8), and E1 and E4 indicate the company had not yet reached human trials. However, no source independent of the company gives a program count (E10), so it is not shown whether "a bunch" overstates the number, and the verdict is mostly true rather than true.

Cite this claim

Demis Hassabis, “Isomorphic Labs has a number of its drug programs in the pre-clinical stage.” (said 27 May 2026). Verdict: mostly true. Reliability API, claim c_f3c695285e1f, method 0.1.0+c876030c. https://epistacklabs.com/claims/c_f3c695285e1f

Claims without a verdict

Is a verdict here wrong, or do you speak for Demis Hassabis? Reply on the claim's own page, with the form at its foot (how replies work). Verdicts are made automatically; how verdicts and scores are made.