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Geoffrey Hinton, known as the Godfather of AI, reveals a terrifying truth about artificial intelligence. In this interview, when asked how AI works, Hinton explains that humans only designed the learning algorithm - similar to designing the principle of evolution. But when this algorithm interacts with data, it produces complicated neural networks that are good at doing things, but we don't really understand exactly how they do it. Geoffrey Hinton won the Nobel Prize and created the foundation f
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The Multi-Layer Perceptron (MLP) is a foundational class of feedforward artificial neural networks. It consists of at least three layers of nodes: an input layer, one or more hidden layers, and an output layer. Except for the input nodes, each node is a neuron that uses a nonlinear activation function, such as ReLU or Sigmoid. This nonlinearity allows MLPs to solve complex, non-linearly separable problems, distinguishing them from simpler linear perceptrons.The true power of an MLP lies in its t
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