Скачать с ютуб Stephen Wolfram : What’s Really Going On in Machine Learning? Some Minimal Models в хорошем качестве

Stephen Wolfram : What’s Really Going On in Machine Learning? Some Minimal Models

Stephen Wolfram's article, "What’s Really Going On in Machine Learning? Some Minimal Models," explores the fundamental nature of machine learning by introducing simple, visualizable models that demonstrate its core principles. The article challenges the conventional understanding of neural networks, arguing that machine learning doesn't create structured mechanisms but instead taps into the inherent complexity of the computational universe to find solutions that happen to work. Wolfram proposes a new perspective on machine learning, emphasizing the role of computational irreducibility in its success. The article then investigates different approaches to machine learning, exploring the capabilities of rule arrays and examining the implications for explainability and understanding the processes within these systems. https://writings.stephenwolfram.com/2...