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Yes, I find the biggest issue in discussing the present state of AI with people outside the field, whether technical or not, is that "machine learning" had only
by agentcoops 2y ago
Yes, I find the biggest issue in discussing the present state of AI with people outside the field, whether technical or not, is that "machine learning" had only just entered popular understanding: i.e. everyone seems ready today to talk about the limits of training a machine learning model on X limited data set, unable to extrapolate beyond it. The difference between "learning the best binary classifier on a labelled training set" and "exploring the set of all possible programs representable by a deep neural network of whatever architecture to find that which best generates all digitally recorded traces of human beings throughout history" is very far from intuitive to even specialists. I think Ilya's old public discussions of this question are the most insightful for a popular audience, explaining how and why a world model and not simply a Markov chain is necessary to solve the seemingly trivial problem of "predicting the next word in a sequence."