Ryosuke Sakamoto

Institute for the Advanced Study of Human Biology, Institute for Advanced Study, Kyoto University

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Publication activitypapers/week, last 8 weeks

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Scalable Oversight & Alignment Theory (1)Training Efficiency & Optimization (1)World Models & Planning (1)

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Kotaro Sakamoto (1)

Papers (1)

Jun 11, 2026

2w ago

The Geometry of Phase Transitions in Generative Dynamics via Projection Caustics

Abrupt qualitative changes in generative model outputs can be traced to geometric features in the data landscape, revealing critical points that dictate model behavior.

Ryosuke Sakamoto, Kotaro Sakamoto

Scalable Oversight & Alignment Theory Training Efficiency & Optimization World Models & Planning

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Ryosuke Sakamoto

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)