A supercomputer has fooled judges a third of the time that it is a 13 year old Russian schoolboy named Eugene Goostman.
Genetic algorithms are useful for solving all kinds of problems and their implementations can be quite mesmerizing to watch. Re-producing Mona Lisa, a human face or bull cave painting. Playing Super Mario, Tetris and more Tetris. Simulating a soccer team, fishes, ant colony or Santa's flight path. A documentary about using genetic algorithms in design, e.g. deciding the optimal antenna placement on a Humvee, creating search and destroy behavior for UAVs and designing more efficient wind turbine blades. Should probably learn how to stand and jump and stand again before driving.
"I can tell you right now there is no I in A.I., and nor should there be." Veteran game programmer Mike Diskett (Syndicate, Magic Carpet, GTA IV) offers his thoughts on response mechanics, and how fuzzy logic can fail to account for the fog of war.
Easy AI with Python. High school-level introduction to a few artificial intelligence concepts, with relatively short open source Python code snippets. [more inside]
Gary Stasiuk's beautiful Digital Creatures pulls the curtains on the kinematics of geometric objects, after which he plays with the mathematics and user interactivity of generative art and shows how to build the appearance of AI behaviors into Flash objects.
Jeff Hawkins, co-founder of Palm and Handspring, has started a new company, called Numenta, to test his controversial theory of intelligence. Whether you find his theory plausible or not, his book, "On Intelligence" is fascinating. Numenta is attempting to build A.I.s using Hawkins' theory as a backbone. They've developed a software engine and a Python-based API, which they've made public (as free downloads), so that hackers can start playing. They've also released manuals, a whitepaper (pdf) and videos  . (At about 30:18 into the first video, Hawkins demonstrates, with screenshots, the first app which uses his system.)
The Personality Forge. Create an AI bot, and set it loose.
Go for the gold! Concord 2002: Site of the upcoming Loebner Prize. Can reigning champion A.L.I.C.E. repeat her triumph? Chat bots from around the globe are scouting out their rivals on the AI competitive circuit and studying their crib notes.