Optimization: The Philosophical Background of Artificial Intelligence

Explore the philosophical underpinnings of Artificial Intelligence through the lens of optimization in this thought-provoking lecture by Yurii Nesterov. Delve into the new challenges facing modern science as a result of AI's emergence, and discover how computational models are shaping a system of new sciences. Examine the crucial role of optimization in developing tractable models and efficient methods across various fields, enhancing their predictive capabilities. Gain insights into several optimization schemes related to human activity, illustrating the practical applications of these concepts. Engage with cutting-edge ideas at the intersection of mathematics, computer science, and philosophy in this hour-long presentation from the International Conference on Biological Sequences 2024.