Artificial intelligence has re-entered public consciousness after years of being avoided by researchers. While early expectations of AI were not met, new approaches now promise the most powerful form of AI yet. Researchers believe their new techniques for neural networks, agents, and case-based reasoning will solve longstanding problems and truly deliver on the original vision of intelligent machines.