Symbolica

Symbolica is an artificial intelligence research lab focused on building a symbolic reasoning engine by applying category theory and type theory. Their core innovation addresses the limitation of current AI models by integrating code execution as a fundamental architectural primitive, blurring the lines between neural, symbolic, and reasoning processes. The company has launched Agentica, an agent-builder that empowers AI agents with the ability to iteratively decompose, investigate, and dynamically solve problems through arbitrary code execution. By leveraging types and composition, derived from category theory, Agentica enables users to construct multi-agent systems that achieve state-of-the-art performance across various underlying AI models. Symbolica's approach provides provable invariants of model behavior under all conditions by integrating formal logic and semantics at the architectural level. This allows for a sophisticated unification of discrete concepts like types and programs with fuzzy concepts like vector spaces and optimization, offering a distinct advantage over other AI architectures.