AlphaGenome: One Model for the Other 98% of Your DNA
Google DeepMind's AlphaGenome reads 1 million base pairs of DNA and predicts thousands of regulatory functions at single-nucleotide resolution, beating 25 of 26 specialized models.
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4 articles tagged with #deepmind.
DiscoRL: When Algorithms Learn to Design Algorithms
DeepMind's DiscoRL discovers reinforcement learning algorithms that outperform hand-designed methods like PPO and DQN. By treating algorithm design as a meta-learning problem, it found alternatives to value functions and bootstrapping through optimization alone.
AlphaEvolve: Breaking 56 Years of Mathematical Stagnation
Google DeepMind's AlphaEvolve broke a 56-year-old matrix multiplication record and matched or beat human solutions on 95% of 67 mathematical problems.
How an AI System Independently Discovered a New Bacterial Survival Strategy (And Got It Right)
An AI system at Google DeepMind discovered how bacteria share genes across species barriers using 7 days of computational reasoning. When tested, it matched unpublished experimental observations exactly.