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A Quanta Magazine feature argues that genomic “foundation models” such as Evo 2, Genos and DeepMind’s AlphaGenome—trained on large sequence datasets—can make useful predictions but face fundamental limits because the human genome’s regulatory architecture is highly complex and may not conform to straightforward input–output patterning.
Google DeepMind and Google Cloud will give up to 200 European scientific researchers direct access to frontier models — including AlphaFold 3, WeatherNext, AlphaGenome, AlphaEvolve and AlphaEarth Foundations — and provide $3 million in compute credits. The resources will be made available through the RAISE initiative to support the EU's AI for Science efforts and help close a compute gap for European teams.
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