#DeepMind

4 posts tagged with "DeepMind"

AlphaGenome: One Model for the Other 98% of Your DNA

2026-01-29T16:00:00+00:00•12 min read

#deep-learning #genomics #alphagenome #deepmind #variant-prediction #non-coding-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.

DiscoRL: When Algorithms Learn to Design Algorithms

2025-12-08•15 min read

#reinforcement learning #meta-learning #deepmind #algorithm discovery #ai research #machine learning

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

2025-11-06T18:00:00+00:00•18 min read

#alphaevolve #machine-learning #algorithm-discovery #mathematics #deepmind

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)

2024-11-05T09:29:56Z•12 min read

#ai #biology #research #machine learning #bacteria #gene transfer #deepmind

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 When tested, it matched unpublished experimental observations exactly.