Fundamental research in machine learning.

// systems and reinforcement

Research Vectors

SYS.ARCHIVE_ACTIVE
language IDX_01

World Models

Approximating physical constraints via neural substitution for zero-shot VLA simulation.

Status: Active arrow_forward
architecture IDX_02

Alignment

Scaling Multi-Agent Reinforcement Learning environments to parameterize alignment friction.

Status: Research arrow_forward
account_tree IDX_03

Systems

Minimizing latency via neural approximation across distributed GPU clusters.

Status: Deployed arrow_forward