The Nature conference on "AI Augmented Biology" explores how the integration of artificial intelligence with biological sciences unlocks immense potential for groundbreaking discoveries. Keynotes and invited presentations will highlight significant milestones and breakthroughs in AI technologies for biological research, along with theoretical and technological advancements and their wide-ranging applications. The conference will cover topics including multi-modal data mining, protein engineering, molecular and cellular engineering, large language models and foundation models for understanding complex biological systems and diseases, as well as the emergence of life.