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Explore how artificial intelligence is revolutionizing biological research and medical discovery in this comprehensive lecture by Mikhail Burtsev from the London Institute for Mathematical Sciences. Discover the groundbreaking applications of AI in deciphering genomes, understanding human biology, and accelerating medical breakthroughs, building upon the Nobel Prize-winning success of DeepMind's AlphaFold protein folding program. Learn about cutting-edge AI models that are trained on billions of real DNA sequences rather than human language, enabling them to design new biological molecules and even complete bacterial genomes. Understand how these advanced systems are working toward solving one of biology's most fundamental challenges: reading and comprehending life's genetic blueprint from start to finish. Gain insights into the mathematical foundations behind more intelligent AI systems, including continual learning and memory-augmented neural networks, as well as AI-assisted mathematical research. The lecture covers the latest developments in biological AI applications and their potential to make complex biological insights more accessible than ever before, offering a tour of leading-edge research that is transforming our understanding of life itself.
