Article:Marvin Minsky, Seymour Papert
Minsky and Papert's "Perceptrons": Theoretical Bounds and AI Controversy
Published in 1969, Marvin Minsky and Seymour Papert's book "Perceptrons" provided mathematical proofs on the limitations of early neural networks, triggering a major historical shift toward symbolic AI and contributing to the 1980s AI winter.
From Video: Building an LLM from Scratch: Neural Networks, Tokenization, and Transformers