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DARPA's Three Waves of AI framework describes the three types of AI needed for effective systems: deterministic expert systems, statistical machine learning, and contextual adaptation. The first wave uses fixed if-this-then-that logic like TurboTax. The second wave handles problems too complex for handcrafted rules, such as image detection. The third wave enables systems to adapt to new contexts.
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