Google to give 200 European researchers access to AlphaFold 3, other science AI

Google said on Wednesday, October 14, 2026, at an artificial intelligence (AI) summit in Dublin, that it will give up to 200 European researchers access to its most advanced scientific AI models, along with about $3 million in cloud computing credits. The researchers will not be chosen by Google but by the European Commission, through its programme called RAISE, the Resource for AI Science in Europe. The tools on offer, from Google DeepMind and Google Cloud, include AlphaFold 3 for protein structures, the WeatherNext forecasting models, AlphaGenome, AlphaEvolve and AlphaEarth Foundations.

AI has become one of the most powerful tools in science. Models that predict protein structures or forecast weather, for example, can speed up research considerably. But the most capable of these tools are built by a handful of large technology companies, and the computing power needed to use them at scale is expensive. Universities and public labs, especially smaller ones, often cannot afford it. Programmes that open access are one way of narrowing that gap.

The way this offer is structured is also notable. By letting the European Commission's RAISE programme choose the researchers, Google steps back from deciding who gets access. That matters in Europe, where policymakers have been keen to build the continent's own AI capacity, and it places a private company's tools inside a public selection process.

The sums involved are modest by the standards of big tech. Spread over 200 researchers, $3 million would pay for focused experiments rather than very large computing runs. For Google, the benefit is goodwill with European policymakers and a pipeline of scientists who become familiar with its tools. For researchers, it is a chance to work with models they might otherwise reach only through limited public versions.

For readers in India, the announcement is a useful comparison. India is building its own shared computing for AI under the IndiaAI Mission, and Indian scientists face the same problem of access to expensive frontier tools. Whether similar company-government partnerships are offered to Indian researchers is a question to watch.

Short-term: European researchers will be able to apply through RAISE once the Commission sets out its process. Fields that already use these tools, such as structural biology, climate and genomics, are likely to benefit first.

Long-term: If the scheme works, it could become a template for other public-private deals that give scientists access to frontier AI without each lab paying full commercial prices. It may also increase pressure on other AI companies to offer similar access.

Who is affected: Scientists and research institutions in Europe; the European Commission and its AI-for-science plans; Google and its competitors; and, indirectly, researchers elsewhere who may push for similar arrangements.

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