Tag: Oracles
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Levels of Analysis in Machine Learning
There’s a concept from cognitive neuroscience of multiple levels of analysis of intelligence. I think this is something that ought to be better known in the world of machine learning, because I find it very helpful for organizing my thoughts.
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Functional Decomposition of AGI
Broad claim: There is not just one central problem of intelligence, not just one master algorithm. Instead, intelligence consists of solving distinct types of problems using distinct algorithms. By analyzing what types of problems are composite to intelligence, we can find algorithms that match those problems, and by composing those algorithms properly, we can construct…