Artificial general intelligence

From Lesswrongwiki
Revision as of 11:36, 12 November 2009 by Zack M. Davis (talk | contribs) (revision)
Jump to: navigation, search
Wikipedia has an article about
The Transhumanist Wiki has an article about

An Artificial general intelligence, or AGI, is a machine capable of behaving intelligently over many domains. The term can be taken as a contrast to narrow AI, systems that do things that would be considered intelligent if a human were doing them, but that lack the sort of general, flexible learning ability that would let them tackle entirely new domains.

Directly comparing the performance of AI to human performance is often an instance of anthropomorphism. The internal workings of an AI need not resemble those of a human; an AGI could have a radically different set of capabilities than those we are used to seeing in our fellow humans. A powerful AGI capable of operating across many domains could achieve competency in any domain that exceeds that of any human. On the other hand, today's electronic calculators far exceed the ability of humans to calculate, but this observation in no way suggests that calculators are generally intelligent.

The values of an AGI could also be distinctly alien to those of humans, in which case it won't see many human activities as worthwhile and would have no intention of exceeding human performance (according to the human valuation of performance).

Comparing the AGI's preferences to those of humans, AGI are classified as Friendly and unFriendly.

See also