Announced 14 Oct 2026 · Sources checked
What did Google announce on 14 October?
In a post on Google’s Keyword blog dated 14 October 2026, Maureen Costello, Google Cloud’s vice president for the UK, Ireland and Sub-Saharan Africa, wrote that Google DeepMind and Google Cloud are “providing up to 200 top European scientific researchers with direct access to our frontier models, together with $3 million in compute credits.” The post names five tools covered by the pledge: AlphaFold 3, WeatherNext, AlphaGenome, AlphaEvolve and AlphaEarth Foundations.
Google ties the offer to the European Union’s AI-for-science agenda. The blog says the commitment works by “making some of our frontier models available via the RAISE initiative,” which Google describes as seeking to help bridge the compute gap that European scientists sometimes face. The stated goals are faster European innovation and stronger scientific competitiveness, with examples ranging from predicting extreme weather patterns to mapping molecular structures.
The announcement is short. It is a pledge with a ceiling, not a programme handbook: “up to 200” researchers and a single $3 million pool of credits. It is also a joint effort between the research lab and the cloud business, which matters because the credits are Google Cloud credits and some of the named tools are research systems rather than self-serve cloud products.
Which five science models are on offer?
The best known of the five is AlphaFold 3, which predicts the structure of proteins and other biomolecules and their interactions. The Next Web’s report notes that DeepMind released it in May 2024 with Isomorphic Labs and that, since November 2024, academics have been able to download the code and model weights for non-commercial work. The AlphaFold 3 GitHub repository confirms the split: the inference code is public, while model parameters may only be used if received directly from Google and are subject to separate terms of use. A web version, AlphaFold Server, is offered for non-commercial use.
The other four broaden the pledge beyond biology. TNW describes WeatherNext as Google’s weather-forecasting model family, AlphaGenome as a model that studies DNA, AlphaEvolve as an AI agent that designs algorithms, and AlphaEarth Foundations as a system that maps the planet from satellite data. Together they cover structural biology, genomics, meteorology, algorithm discovery and Earth observation, which lines up with the RAISE pilot areas described below.
None of these is new as a brand. What is new is a defined group of European researchers getting “direct access” to them plus compute to run experiments. For context on how DeepMind has been extending its protein work, see our coverage of AlphaProtein and de novo enzyme design; the RAISE pledge is about access to tools, not a new model release.
What is RAISE, and where does Google fit in?
RAISE stands for Resource for AI Science in Europe. The European Commission’s RAISE page describes it as “a virtual research institute for excellent European research on and with AI” that will pool computational power, data, talent and research funding and make them available to European researchers. It will host Thematic Networks of Excellence, with a central secretariat linking them so that advances in one discipline can feed others.
The Commission launched the RAISE pilot on 3 November 2025 at the European AI in Science Summit in Copenhagen. Executive Vice-President Henna Virkkunen and Commissioner Ekaterina Zaharieva presented it as a flagship of the Apply AI Strategy and the European Strategy for AI in Science, which was published in October 2025. The launch notice says the pilot will be funded with €107 million under Horizon Europe.
The RAISE page gives more detail on the money: at the start, the pilot is funded exclusively through Horizon Europe, with €33 million of dedicated funding in the 2025 work programme and €107 million in the 2026–27 work programme. It lists a Horizon Europe contribution of €600 million to the EU’s planned AI gigafactories as an upcoming action. TNW adds that in February 2025 the EU set up a €20 billion fund to build up to five such gigafactories. Set against those figures, Google’s $3 million is small. Its value is mainly access to specific models, with enough credit to try them.
How would a European lab actually get access?
Google has not published an application form, eligibility rules or a timeline, and TNW reports that the company did not say how researchers will be chosen, when access begins or how the credits will be divided. The phrase “top European scientific researchers” suggests a selective process, and routing it through RAISE suggests the Commission’s networks may play a role in nominating or selecting participants, but neither Google nor the Commission has said so. Treat any claim about the selection process as unconfirmed until one of them publishes it.
Researchers who want to be ready can do three things now. First, read the RAISE calls already listed by the Commission, which include Thematic Networks of Excellence for AI in Science and a second call on agriculture and environmental pollution, because being part of a funded RAISE network is the most plausible route in. Second, check whether a project can work within the existing non-commercial terms for tools such as AlphaFold 3. Third, budget realistically: if the $3 million were spread evenly across 200 researchers it would be about $15,000 each, though Google has not said it will be split that way.
Labs that already work with Google tooling may find the credits most useful. Groups in Europe are also seeing compute offers from other vendors, such as NVIDIA’s $250 million UK compute commitment, so researchers should compare the strings attached to each offer: which models, which cloud, and what publication or data terms apply.
How the pledge compares with other AI-for-science money
The pledge is one of several moves by large AI companies to put money or compute behind science. Earlier this month Google’s philanthropic arm committed funding to research groups, covered in our story on Google.org’s $36 million for 17 AI-for-science organisations. The RAISE offer is different in kind: it is in-kind cloud credit and model access rather than grants, and it is aimed at individual European researchers through an EU structure rather than at selected nonprofits.
It also lands while chip and cloud companies are courting European research and startups. NVIDIA’s recent European investments, covered in our report on its Doctolib, Genesis AI and Pigment stakes, are commercial bets. Google’s pledge is framed as research support, but it still introduces European scientists to Google Cloud and to DeepMind’s own tools, which is a commercial benefit for Google whether or not that is the main aim.
For the EU, partnering with a US company sits awkwardly alongside its push for technological sovereignty and its own gigafactory plans. The pledge does not replace public compute. At most it is a short-term top-up while European infrastructure is built, and it gives researchers a way to test frontier science models without waiting for that infrastructure.
What the announcement leaves open
Several practical questions remain. Google has not said whether “direct access” means hosted APIs, downloadable weights, priority use of web tools such as AlphaFold Server, or a mix that varies by model. It has not said whether commercial follow-on work is allowed, which matters because AlphaFold 3’s published parameters are restricted to non-commercial use. And it has not said how long the credits last or whether the 200 places will be filled in one round or several.
There is also no independent detail yet from the Commission confirming how RAISE will administer the offer. The Commission’s RAISE page lists funding calls and upcoming actions but, when AI Lookout checked on 14 October, did not mention Google. Until the Commission or a RAISE body publishes terms, the details of the arrangement rest on Google’s own blog post.
What to watch next: an official call or nomination process, the split between hosted and downloadable access, whether other model makers make similar offers through RAISE, and whether researchers who use the credits publish results. Google says the tools will help with problems such as extreme-weather forecasting and molecular mapping. Those are intended uses, not reported outcomes, and they should be judged on the papers that eventually come out of the programme.
Common questions
Who can apply for Google DeepMind’s RAISE access?
Google says up to 200 top European scientific researchers, via the EU’s RAISE initiative. It has not published eligibility rules, an application process or a start date.
Is the $3 million per researcher?
No. Google describes $3 million in compute credits for the pledge as a whole. It has not said how the credits will be divided.
Can researchers already use AlphaFold 3 without this pledge?
Yes, with limits. The AlphaFold 3 code is public on GitHub, model parameters can be requested from Google for non-commercial use under its terms, and AlphaFold Server is available for non-commercial use.
Sources & further reading
How this story was made
Written by Kristian Kostov with AI assistance and checked against the linked sources. Company performance claims are attributed to the company. Analysis reflects AiLookout’s interpretation; we have not independently tested the products discussed. The cover places the companies’ own logos, taken from public-domain or openly licensed files credited in the caption, on a plain background. It is not a product photograph, a screenshot, or an endorsement.
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