Ryo Muramoto

General Theory of Hierarchical Generation

This paper introduces a minimal axiomatic framework for hierarchical generation. Each hierarchical layer is defined by its natural scale, which measures the magnitude of its internal rate of change. Differentiation with respect to this natural scale produces a nested generative s...

General Theory of Hierarchical Generation

This paper introduces a minimal axiomatic framework for hierarchical generation. Each hierarchical layer is defined by its natural scale, which measures the magnitude of its internal rate of change. Differentiation with respect to this natural scale produces a nested generative s...