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A blind traveler descends a hidden hill of errors using gradients. From SGD to Adam, optimizers guide neural networks to learn smarter, faster—powering AI’s everyday magic.

Researchers develop a new type of neural network that learns continually with much lower power consumption than today's large AI models.