What does IBM mean by “cognitive computing”?

What exactly does IBM mean by "cognitive computing"?

IBM's video ads are everywhere on the net. They seem to promise AI that replaces oncologists, musicians, chefs, etc.

What can IBM do that other tech companies can't?