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BICA for AGI
Affiliation:1. Max Planck Institute for Psycholinguistics, Nijmegen, The Netherlands;2. Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands;1. Department of Computer Science and Technology, Tsinghua University, Beijing, 100084, China;2. School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, 100876, China
Abstract:BICAs for AI have been happening for decades, realized within multiple cognitive architectures. What is a BICA for AGI? It requires AI to go beyond the limitations of predicative human language, and of predicative logic based on it; also, above human reportable consciousness, to the subconscious/non-conscious level of human (and machine) mind; and then still beyond it. Within machine cognition this is the sub-symbolic level. It has to gauge gestalts, or patterns, directly from the processes, which goes beyond human-level observational capacities or human-understandable language, even beyond the language of human-readable mathematics (Boltuc, 2018). It requires versatile life-long learning (Siegelmann, 2018). Through complex stochastic processes, it needs to confabulate by creative permutations of multifarious gestalts and to select those with useful applications (Thaler, 1997). This is computing at the edge of chaos (Goertzel, 2006).
Keywords:Artificial general intelligence  AGI  BICA  Stochastic AI  Unconscious consciousness  Libet  The edge of chaos  Creativity engines  Thaler  Goertzel
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