3 papers
cs.MA2026
Conchordal: Emergent Harmony via Direct Cognitive Coupling in a Psychoacoustic Landscape
Koichi Takahashi
This paper introduces Conchordal, a bio-acoustic instrument for generative composition whose sonic agents are governed by artificial life dynamics within a psychoacoustic fitness l…
cs.LG2026
Thermodynamic Limits of Physical Intelligence
Koichi Takahashi, Yusuke Hayashi
Modern AI systems achieve remarkable capabilities at the cost of substantial energy consumption. To connect intelligence to physical efficiency, we propose two complementary bits-p…
cs.AI2025
Universal AI maximizes Variational Empowerment
Yusuke Hayashi, Koichi Takahashi
This paper presents a theoretical framework unifying AIXI -- a model of universal AI -- with variational empowerment as an intrinsic drive for exploration. We build on the existing…