[1Q3-OS-7a] 統合AIへの展望

[1Q3-OS-7a-02] Comprehensive technology map to define reaching human-level AI

General information processing x Entification-related processing

〇Hiroshi Yamakawa^1,2, Yutaka Matsuo¹ (1. The University of Tokyo, 2. The Whole Brain Architecture Initiative)

Keywords:artificial general intelligence, comprehensive technology map, capability list, entification, world model

At the beginning of the 21st century, the research goal of general-purpose artificial intelligence (AGI) - the ability to solve various tasks in a single system - is widely accepted. However, the weakness of this goal is that it is difficult to define the range of tasks to be performed entirely. Therefore it is impossible to set sufficient conditions for the completion of AGI. Therefore, this study proposes a framework of a comprehensive technology map as a feasible goal for advanced AI, with the completion of AGI as a sufficient condition for realization. Next, Entification-related processing and general information processing are positioned as essential components of the world model. Then, by mapping McKinsey's business-related capabilities to the processing in the above world model, we propose a comprehensive technology map based on the processing in the world model. By realizing all the various Entification-related processing and general-purpose information processing on this map, it will be possible to develop human-level AI.