Path: utzoo!attcan!uunet!samsung!munnari.oz.au!metro!grivel!gara!pnettlet From: pnettlet@gara.une.oz.au (Philip Nettleton) Newsgroups: comp.ai Subject: What AI is Exactly - Another Update. Keywords: intelligence Message-ID: <3734@gara.une.oz.au> Date: 17 Sep 90 22:27:47 GMT Organization: University of New England, Armidale, Australia Lines: 97 Some new people have recently entered this debate so I thought it was time to repost the definition of an "Intelligent System" that we have developed so far. Pinning this debate back to its origins, we would be interested in hearing from anyone with a CONSTRUCTIVE critism of any part of the definition or any additions they feel are necessary. Remember, the underlying assumption is that to be human is not a necessary condition for being intelligent, this point has been flogged to death in recent postings. Let us produce a slightly more refined "general requirements" for the behaviour of an "intelligent system". ---------------------------------------------------------------------- DEFINITION: GENERAL REQUIREMENTS OF AN INTELLIGENT SYSTEM. a) The system MUST be able to learn. This implies that the system MUST have a memory for learning to be maintained. Also learning comes in a number of varieties: i) It MUST be able to learn from its own experiences. These can be broken down into further criteria: 1) Learning through trial and error. 2) Learning through observation. 3) Learning through active deduction (see reasoning). ii) It SHOULD be able to learn by instruction, but this is not necessary. At the very least the system MUST have preprogrammed instincts. This is a boot strap for the developing intelligence. Without a starting point, the system cannot progress. b) The system MUST be autonomous. That is to say, it MUST be able to do things by itself (however may choose to accept aid). This can be disected as: i) The system MUST be able to effect its environment based on its own independent conclusions. ii) The system MUST be its own master and therefore doesn't require operator intervention. iii) The system MUST be motivated. It must have needs and requirements that can to be satisfied by its own actions. c) The system MUST be able to reason. That is to say, it must use some form of deductive reasoning, based on known facts and capable of producing insights (deductions) which later become known facts. d) The system MUST be able to develop self awareness. This is related to autonomy, reasoning and learning, but also embodies the need for external senses. Without external senses there is no way of appreciating the difference between "me" and "outside of me". Sensationations of pain and pleasure can provide motivation. ---------------------------------------------------------------------- DEFINITION OF TERMS. 1) A "system" CAN be comprised of multiple subsystems, each one of these could be a system in its own right (systems theory). 2) The "environment" in which the system exists MUST be external to the system, but that is as far as the definition of the environment goes (it could be computer generated). 3) The terms "learning", "reasoning" and "autonomy" are BEHAVIOURAL characteristics, further supported by our understanding (to date) of how they MIGHT work. 4) The term "self awareness" is based on learning, reasoning and autonomy, and is the state where the system is aware (has knowledge) of its own existence as separate from its environment. 5) "Intelligence" is a BEHAVIOURAL phenomena displayed by intelligent systems. ---------------------------------------------------------------------- NOTE: If you step OUTSIDE the boundaries of the "definition of terms", your comments will simply be ignored, but feel free to add definitions or modify them if it will help clarify the "general requirements for an intelligent system". With Regards, Philip Nettleton, Tutor in Computer Science, Department of Maths, Stats, and Computing, The University of New England, Armidale, New South Wales, 2351, AUSTRALIA.