OpenCog Hyperon: A Framework for AGI at the Human Level and Beyond
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Abstract (arXiv)
An introduction to the OpenCog Hyperon framework for Artificiai General Intelligence is presented. Hyperon is a new, mostly from-the-ground-up rewrite/redesign of the OpenCog AGI framework, based on similar conceptual and cognitive principles to the previous OpenCog version, but incorporating a variety of new ideas at the mathematical, software architecture and AI-algorithm level. This review lightly summarizes: 1) some of the history behind OpenCog and Hyperon, 2) the core structures and processes underlying Hyperon as a software system, 3) the integration of this software system with the SingularityNET ecosystem's decentralized infrastructure, 4) the cognitive model(s) being experimentally pursued within Hyperon on the hopeful path to advanced AGI, 5) the prospects seen for advanced aspects like reflective self-modification and self-improvement of the codebase, 6) the tentative development roadmap and various challenges expected to be faced, 7) the thinking of the Hyperon team regarding how to guide this sort of work in a beneficial direction ... and gives links and references for readers who wish to delve further into any of these aspects.
Key facts. Cited by 9 papers in the map (data through 7 Oct 2026). Builds on 6 of its 52 references that are in the map. First posted on arXiv 19 Sep 2023.
Builds on
6 of 52 references.
References · 6
- 2022BrainCog: A Spiking Neural Network based Brain-inspired Cognitive Intelligence Engine for Brain-inspired AI and Brain Simulationcited by 32
- 2021The General Theory of General Intelligence: A Pragmatic Patternist Perspectivecited by 8
- 2017Toward a Formal Model of Cognitive Synergycited by 5
- 2020Folding and Unfolding on Metagraphscited by 4
- 2020Grounding Occam's Razor in a Formal Theory of Simplicitycited by 3
- 2021Patterns of Cognition: Cognitive Algorithms as Galois Connections Fulfilled by Chronomorphisms On Probabilistically Typed Metagraphscited by 2
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Citing papers per year: 2024: 2; 2025: 5; 2026: 2.
9 papers.
- 2024Imagining and building wise machines: The centrality of AI metacognitioncited by 12
- 2025Agent Identity Evals: Measuring Agentic Identitycited by 5
- 2024Are Biological Systems More Intelligent Than Artificial Intelligence?cited by 4
- 2025Quantum AIXI: Universal Intelligence via Quantum Informationcited by 2
- 2026Cascade-Aware Multi-Agent Routing: Spatio-Temporal Sidecars and Geometry-Switchingcited by 1
- 2025What the F*ck Is Artificial General Intelligence?cited by 0
- 2025Hamiltonian Formalism for Comparing Quantum and Classical Intelligencecited by 0
- 2025Cognitive BASIC: An In-Model Interpreted Reasoning Language for LLMscited by 0
- 2026Asymmetric Communication: Large Language Models and Language Gamescited by 0
- 2026Asymmetric Communication: Large Language Models and Language Games30 Jul 2026
- 2026Cascade-Aware Multi-Agent Routing: Spatio-Temporal Sidecars and Geometry-Switching17 Mar 2026
- 2025Cognitive BASIC: An In-Model Interpreted Reasoning Language for LLMs20 Nov 2025
- 2025Agent Identity Evals: Measuring Agentic Identity23 Jul 2025
- 2025Hamiltonian Formalism for Comparing Quantum and Classical Intelligence17 Jun 2025
- 2025Quantum AIXI: Universal Intelligence via Quantum Information27 May 2025
- 2025What the F*ck Is Artificial General Intelligence?31 Mar 2025
- 2024Imagining and building wise machines: The centrality of AI metacognition4 Nov 2024
- 2024Are Biological Systems More Intelligent Than Artificial Intelligence?23 Apr 2024