Masakatsu Sugimoto

Open–Closed World Communication: A Boundary-Centered Architecture for Generative AI and Logical Reasoning

Generative AI and logical reasoning systems are often contrasted as probabilistic and symbolic approaches. This paper argues that a more consequential distinction concerns the boundaries of the knowledge worlds in which they operate. Generative AI works effectively in an open-end...

Open–Closed World Communication: A Boundary-Centered Architecture for Generative AI and Logical Reasoning

Generative AI and logical reasoning systems are often contrasted as probabilistic and symbolic approaches. This paper argues that a more consequential distinction concerns the boundaries of the knowledge worlds in which they operate. Generative AI works effectively in an open-end...

Civilization in the Age of AI: Civilization as a Social System for Realizing and Advancing Capability Continuity

This conceptual paper reinterprets civilization in the age of AI through Capability Continuity: the capacity to form, preserve, transfer, adapt, and further develop capabilities across changes in time, generations, and environments. It argues that writing, education, professional...

Civilization in the Age of AI: Civilization as a Social System for Realizing and Advancing Capability Continuity

This conceptual paper reinterprets civilization in the age of AI through Capability Continuity: the capacity to form, preserve, transfer, adapt, and further develop capabilities across changes in time, generations, and environments. It argues that writing, education, professional...