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PaperAgent
PaperAgent
Jan 29, 2026 · Artificial Intelligence

How AlphaGenome Predicts Regulatory DNA Variants with 1‑bp Precision

AlphaGenome is a novel AI system that ingests up to 1 Mb DNA sequences to deliver single‑base‑resolution functional predictions across eleven regulatory modalities, achieving state‑of‑the‑art performance on dozens of benchmark tasks and demonstrating practical insights in cancer‑related and splicing mutation case studies.

AlphaGenomeU-Net Transformerbenchmark
0 likes · 6 min read
How AlphaGenome Predicts Regulatory DNA Variants with 1‑bp Precision
HyperAI Super Neural
HyperAI Super Neural
Jan 29, 2026 · Artificial Intelligence

AlphaGenome on Nature Cover: Predicts Variant Effects Across All Modalities in <1 s

DeepMind’s AlphaGenome, showcased on Nature’s cover, processes 1 Mb DNA sequences at single‑base resolution to predict thousands of regulatory attributes across cell types, using a U‑Net‑style architecture and two‑stage pre‑training plus distillation, achieving state‑of‑the‑art performance on 24 benchmarks and delivering variant‑effect scores in under one second on an H100 GPU.

AlphaGenomeDeepMindU-Net
0 likes · 11 min read
AlphaGenome on Nature Cover: Predicts Variant Effects Across All Modalities in <1 s