A Frontier Model Built Like a Brain with Python and Rust

Pathway argues that transformer architecture has reached fundamental limits that computing power can't overcome, citing lack of temporal reasoning and continual learning capabilities. The company is developing a post-transformer frontier model called Dragon Hatchling architecture, built on neuronal dynamics and inspired by brain-like processing, as detailed in their September research paper.