By Dr. Ben Goertzel
ISBN-10: 3642062679
ISBN-13: 9783642062674
This can be the 1st publication on present study on man made normal intelligence (AGI), paintings explicitly thinking about engineering basic intelligence – independent, self-reflective, self-improving, commonsensical intelligence. every one writer explains a selected element of AGI intimately in every one bankruptcy, whereas additionally investigating the typical subject matters within the paintings of numerous teams, and posing the large, open questions during this important area.
This publication willbe of curiosity to researchers and scholars who require a coherent therapy of AGI and the relationships among AI and comparable fields equivalent to physics, philosophy, neuroscience, linguistics, psychology, biology, sociology, anthropology and engineering.
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Example text
When comparing proposed definitions, the four requirements may conflict with each other. For example, one definition is more fruitful, while another is simpler. In such a situation, some weighting and trade-off become necessary. However, there is no evidence showing that in general the requirements cannot be satisfied at the same time. 2 A Working Definition of Intelligence Following the preparation of the previous section, we propose here a working definition of intelligence: Intelligence is the capacity of a system to adapt to its environment while operating with insufficient knowledge and resources.
To Duplicate Human Behaviors Given that we always judge the intelligence of other people by their behavior, it is natural to use “reproducing the behavior produced by the human mind as accurately as possible” as the aim of AI. Such a working definition of intelligence asks researchers to use the Turing Test [36] as a sufficient and The Logic of Intelligence 37 necessary condition for having intelligence, and to take psychological evidence seriously. Due to the nature of the Turing Test and the resource limitations of a concrete computer system, it is out of question for the system to have prestored in its memory all possible questions and proper answers in advance, and then to give a convincing imitation of a human being by searching such a list.
Insufficient knowledge and resources means that the system works under the following restrictions: Finite. The system has a constant information-processing capacity. Real-time. All tasks have time requirements attached. Open. No constraints are put on the knowledge and tasks that the system can accept, as long as they are representable in the interface language. The two main components in the working definition, adaptation and insufficient knowledge and resources, are related to each other. An adaptive system must have some insufficiency in its knowledge and resources, for otherwise it would never need to change at all.
Artificial general intelligence by Dr. Ben Goertzel
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