AGI Ch.12 Summary: Defining General Intelligence as Integrated System-Level Capability

The STATERA Library's Volume 47 chapter argues that Artificial General Intelligence should not be equated with a single algorithm, model, or benchmark score. Instead, it describes AGI as the ability to integrate perception, learning, reasoning, memory, planning, action, and adaptation across diverse tasks and environments. The text emphasizes generalization and transfer beyond fixed data distributions as the key distinction from narrow competence. It further outlines how memory, world models, and hybrid reasoning approaches support this integrated capability, with embodiment and robotics cited as important testing grounds. The chapter is part of an open educational series hosted on GitHub.