Our research investigates the arithmetic, kernels, and hardware systems of low-bit AI models.

Emergence Is a Property of Opponents: Self-Play and the Curricula That Games Build

In multi-agent RL the environment includes the other learners. Self-play turns that instability into a curriculum: hide-and-seek agents invent pursuit, walls, and tool use that no reward function names.