This story was originally published on HackerNoon at: https://hackernoon.com/comparing-kolmogorov-arnold-network-kan-and-multi-layer-perceptrons-mlps. Discover how Kolmogorov-Arnold Networks (KAN) challenge traditional MLPs with trainable activation functions, offering a potential leap toward AGI. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #llms, #neural-networks, #artificial-intelligence, #deep-learning, #kan, #machine-learning, #multi-layer-perceptron, #hackernoon-top-story, and more. This story was written by: @aibites. Learn more about this writer by checking @aibites's about page, and for more stories, please visit hackernoon.com. KANs challenge Multi-Layer Perceptrons that are fundamental to ALL LLMs today. But will they survive and deliver? Lets compare and contrast.