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Learning the Fourier Transform via Reconstruction
An intelligent system is one which can dynamically and efficiently discover new knowledge for increasingly abstract analogies, the more of a conceptual stretch the higher level of intelligence is required. Arguably it's automated knowledge acquisition rather than robust AI which is the biggest challenge that we have right now. A four year old knows that the larger than relation is transitive. We should only build this complexity prototypically using symmetries or objects or even multiple agents. Critically he thinks that we should build what we would call emergent AI. It can discover what we think we have already discovered in some sense. I don't think we would understand an AI system any more than we would understand the workings of our