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Author

Masakatsu Sugimoto

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#generative ai Open access Sep 2026

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-ended semantic space: it combines learned k...

Masakatsu Sugimoto · 0 citations
#generative ai Open access Sep 2026

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-ended semantic space: it combines learned k...

Masakatsu Sugimoto · 0 citations

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