Is Artificial General Intelligence the Main Direction for the Development of AI?

This article first introduces different definitions of “artificial general intelligence” (AGI) in academia and the testing standards for AI generality; then discusses when AGI can be achieved and whether current machine learning technology routes can build AGI; finally, it points out that the main goal of AI development is not LLM-AGI, but “trustworthy and usable AI”. We need more “bounded intelligence”, and a more balanced AI development strategy is a dual-track parallel development model of “data center AGI + specialized AI”.