A Mathematical Formalization of Resource-Bounded Artificial General Intelligence (RB-AGI)
Abstract
This paper proposes a formal mathematical approach to defining Artificial General Intelligence (AGI) by integrating physical resource constraints into universal algorithmic frameworks. While models like AIXI provide a theoretical foundation for universal intelligence, they often rely on uncomputable assumptions. This work introduces the concept of Resource-Bounded AGI (RB-AGI) to ground algorithmic information theory in physical reality.
Fields of Study & Subjects
Computability
Logic
AI Algorithms
Psychiatry
Mental Health
Neuroscience
Artificial Intelligence Applications
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 11 March 2026
- Language
- EN