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Intel's announcement of the Loihi 2 chip has a fascinating history and technical background. Can we code intelligence with deep learning? Where did deep neural networks come from and how are they different? What are the dynamics of neural networks? With the proliferation of AI training and service acceleration chips, we'd like to introduce you to the science behind the fun tech news.