Polycog

A neurosymbolic, interactive assistant that guides staff through a student injury policy: an LLM interprets what happened, and code sets policy and decides the next step.

A neurosymbolic validator for legal eligibility: an LLM reads court notes as asserted facts and legal rules decide eligibility by deduction in code.

Reasoning foundation for trustworthy agents.

Official tutorial series for cognition — a neurosymbolic agent framework combining probabilistic frontier models with deterministic, logical symbolic AI.