AI labs are claiming “AGI” is imminent—but does that mean what we think it means?

Artificial general intelligence (AGI) is a term once limited to technical papers but has since captured the imagination of Silicon Valley and sparked fears of displacement. OpenAI claims AGI may have arrived with its new model Astra, but the meaning of AGI remains unclear. By some definitions, AGI was reached years ago; by others, AI systems still lack key faculties.

The pursuit of AGI aims to blur the distinction between human and machine intelligence. AGI pioneers once dreamed of machines surpassing humans, but now the focus seems to be on generality, with LLMs being heralded as AGI-complete tasks that can adapt to various challenges. However, experts argue that current AI systems still lack true AGI characteristics, such as compactness, the ability to learn on-the-go, and true creativity. The real challenge lies not in knowing what to do but in executing it effectively.