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Project explores how adaptive behavior and learning-like dynamics can emerge from purely deterministic gate level systems. It transitions from strict boolean matching to popcount based decision making to adaptive learning and eventually towards perceptron, a system that extract patterns from training data and generalize for decision-making 🤖.