Products
Alongside our research, we build and release open-source software: tools designed to make ideas runnable, reproducible, and useful to others working at the frontier.
Software
CHAL
A multi-agent dialectic framework for structured belief optimization.
CHAL (Council of Hierarchical Agentic Language) is an open-source framework for running structured multi-agent debates in defeasible domains. Agents maintain graph-structured belief representations that update through gradient-informed dynamics, with configurable value systems governing reasoning and adjudication.