Marvin Minsky and Seymour Papert release an expanded edition of their 1969 book Perceptrons, a seminal critique of early neural networks. In the new prologue, titled "A View from 1988," they reflected on the slow progress in the field of AI, noting that many researchers continued to repeat mistakes from the past due to unfamiliarity with earlier challenges.12 They highlight the need for deeper theoretical understanding, which is lacking in earlier neural network research. They underscore their original criticisms while acknowledging emerging approaches that would later lead to modern deep learning advancements.
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