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Daniel_Burfoot comments on Seeking information relevant to deciding whether to try to become an AI researcher and, if so, how. - Less Wrong
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Why not do an MSc in computer science with a focus on AI? If you decide you like research, you can continue on down that path, if not, you will have a valuable credential that you can use to get a good job. Many subfields of AI are heavily neuroscience-inspired, so that part of your undergrad coursework will come in handy.
Links to what programs are good, how to make a good application, etc?