Beyond AI: Synthetic Intelligence Historians observe that AI has consisted of two waves. Decades ago, symbolic AI, the first wave, disappointed us. Today, "machine learning," the second wave, is about to disappoint us again. But this time the disappointment will not last long. A new day is dawning in the way we use digital machines.