Orc A.I.

How do you shoot a film like Lord of the Rings — which regularly has scenes of 10,000-Orc armies clashing with an equally massive sprawl of elves, humans and dwarves? Well, you could try to create computer-generated Orcs one by one, and figure out ways to animate them. But as it turns out, that makes the armies seem curiously stiff and scripted.

The solution? Use A.I. A New Zealand programmer for the movie created Massive, a program that gives each Orc a bit of artificial intelligence — and turns them loose. Each individual Orc tries to kill opponents and stay away from bad situations, much like the A.I. opponents in games like Quake or Half-Life. The result is a scene that has the same level of realistic chaos you’d get if you had 10,000 actual human extras acting it out:

Like real people, agents’ body types, clothing and the weather influence their capabilities. Agents aren’t robots, though. Each makes subtle responses to its surroundings with fuzzy logic rather than yes-no, on-off decisions. And every agent has thousands of brain nodes, such as their combat node, which has rules for their level of aggression.

When an animator places agents into a simulation, they’re released to do what they will. It’s not crowd control but anarchy. That’s because each agent makes decisions from its point of view. Still, when properly genetically engineered, the right character will always win the fight.

“It’s possible to rig fights, but it hasn’t been done,” [Stephen] Regelous [creator of Massive] said. “In the first test fight we had 1,000 silver guys and 1,000 golden guys. We set off the simulation, and in the distance you could see several guys running for the hills.”

It’s a neat examplar of what I call the new “military/entertainment complex.” It used to be that the military innovated — and perfected — the technology that was later used by entertainment (the way, for example, ballistics algorithms and computer circuity developed for warfare were later used for video games). That’s frequently reversed now. As Wired noted several issues ago, the best A.I. work now is in video games and movies; they innovate, and the government follows. It’s a side-effect of cheapening computer power and the infinite-monkeys rule: If you have a million geeks working on kewl stuff for fun, they’re quite often going to develop toys faster and better than even NASA.


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I'm Clive Thompson, a writer on science, technology, and culture. This blog collects bits of offbeat research I'm running into, and musings thereon.

Currently, I'm a contributing writer for the New York Times Magazine and a columnist for Wired magazine. I also write for Fast Company and Wired magazine's web site, among other places. Email or AOL IM me (pomeranian99) to say hi or send in something strange!

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January 31, 2010 » 07:29 PM
V. A. To me death seems to be an evil.
M. What, to those who are al­ready dead? or to those who must die?
A. To both.
M. It is a mis­ery, then, be­cause an evil?
A. Cer­tain­ly.
M. Then those who have al­ready died, and those who have still got to die, are both mis­er­able?
A. So it ap­pears to me.
M. Then all are mis­er­able?
A. Ev­ery one.

January 24, 2010 » 03:22 PM

One of the more interesting trends is family, which came in at number five. Specifically, discussion about family, moms, dads, daughters, etc. jumped during 2009. With Facebook users getting older, this isn’t a big surprise. However, the fact that the mention of “kids” jumped by a factor of five this year is rather dramatic. It’s tough to know what this means, though. (via Facebook Unveils Most-Mentioned Topics of 2009

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January 15, 2010 » 01:36 PM

BEYOND AWESOME. They are announcing a recall of the Plush Uterus “due to a potential choking hazard for children”. To apply for it, “Please send an email to the address below with the subject line, ‘UTERUS OPT OUT’”.

January 14, 2010 » 10:04 PM

“To order, please TYPE “YES” IN CHECKBOX BELOW TO AGREE YOU UNDERSTAND THIS PLUSH MUST BE KEPT AWAY FROM KIDS (it is a sex organ, after all). If it is not checked, WE WILL NOT SEND THE UTERUS.” (via @ibogost)

January 11, 2010 » 01:45 PM

I watched Space: 1999 back in the day, but I swear to god I do not remember this scene.

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