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RE: Episode 12: History of Artificial Intelligence
Check out AI by Margaret Boden. Also, Norvig and Russell have a nice historical overview at the opening of their book. There's also the Cambridge Handbook of AI which has two good chapters on the history. But Boden's book is definitely a good place to start.