Ben GOERTZEL - 18 janvier 2024
Titre: Toward AGI via Embodied Neural-Symbolic-Evolutionary Cognition
RÉSUMÉ:
A concrete path toward AGI with capability at the human level and beyond is outlined, centered on a common mathematical meta-representation capable of integrating neural, symbolic, evolutionary and autopoietic aspects of intelligence. The instantiation of these ideas in the OpenCog Hyperon software framework is discussed. An in-progress research programme is reviewed, in which this sort of integrative AGI system is induced to ground its natural language dialogue in its experience, via embodiment in physical robots and virtual-world avatars.
BIOGRAPHIE:
Ben Goertzel is a cross-disciplinary scientist, entrepreneur and author. He leads the SingularityNET Foundation, the OpenCog Foundation, and the AGI Society which runs the annual Artificial General Intelligence conference. His research work encompasses multiple areas including artificial general intelligence, natural language processing, cognitive science, machine learning, computational finance, bioinformatics, virtual worlds, gaming, parapsychology, theoretical physics and more. He has published 25+ scientific books, ~150 technical papers, and numerous journalistic articles, and given talks at a vast number of events of all sorts around the globe.
Goertzel, B. (2023). Generative AI vs. AGI: The Cognitive Strengths and Weaknesses of Modern LLMs. arXiv preprint arXiv:2309.10371.
Rodionov, S., Goertzel, Z. A., & Goertzel, B. (2023). An Evaluation of GPT-4 on the ETHICS Dataset. arXiv preprint arXiv:2309.10492.
Huang, K., Wang, Y., Goertzel, B., & Saliba, T. (2023). ChatGPT and Web3 Applications. In Beyond AI: ChatGPT, Web3, and the Business Landscape of Tomorrow (pp. 69-95). Cham: Springer Nature Switzerland.