In the quest for intelligent machines, approaching, or even surpassing human intelligence, has been a prominent dot on the horizon since the 1950s. Aside from the various technological challenges, I believe this quest is enormously difficult for three reasons:
1. We don't have a clear picture of exactly how intelligence works in humans.
2. We have no generally accepted operational definition for many relevant concepts (such as consciousness), making their existence difficult to prove.