1-hour documentary about IBM's Jeopardy!-playing computer Watson

It was broadcast on Feb 9 but you might still be able to catch it on your local PBS station. It is an hour long and is in-depth without requiring a CS PhD to understand.

http://www.pbs.org/wgbh/nova/tech/smartest-machine-on-earth.html