Jim talks with Ben Goertzel about a paper he co-wrote, “OpenCog Hyperon: A Framework for AGI at the Human Level and Beyond.” They discuss the way Ben defines AGI, problems with an economically oriented definition, the rate of advancement of a society, the history of OpenCog, mathematical models of intelligence, Jim’s early use of OpenCog, a distributed Atomspace, Atomese vs MeTTa languages, knowledge metagraphs, why Ben didn’t write a custom programming language for the original OpenCog, type theory, functional logic programming, moving from weirdly ugly to weirdly elegant, technical debt, grounding of Atoms, interfacing Hyperon with LLMs, nourishing a broader open-source community, hierarchical attention-based pattern recognition networks, heuristic induction, cognitive synergy, why scalability requires translating declarative representation into procedural form and vice versa, retrieval-augmented generation, predictive-coding-based learning as an alternative to back-propagation, the possibility of an InfoGAN-style transformer, and much more.
- Episode Transcript
- “OpenCog Hyperon: A Framework for AGI at the Human Level and Beyond,” by Ben Goertzel et al.
Dr. Ben Goertzel is a cross-disciplinary scientist, entrepreneur and author. Born in Brazil to American parents, in 2020 after a long stretch living in Hong Kong he relocated his primary base of operations to a rural island near Seattle. He leads the SingularityNET Foundation, the OpenCog Foundation, and the AGI Society which runs the annual Artificial General Intelligence conference. Dr. Goertzel’s 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 also chairs the futurist nonprofit Humanity+, serves as Chief Scientist of AI firms Rejuve, Mindplex, Cogito and Jam Galaxy, all parts of the SingularityNET ecosystem, and serves as keyboardist and vocalist in the Jam Galaxy Band, the first-ever band led by a humanoid robot.