Symbolica

The company is a research-focused, venture-backed startup with operations in the Bay Area and London. It is dedicated to building a new foundation for large-scale AI that prioritizes controllability, interpretability, reliability, and security. The company is redesigning how machines learn from the ground up to address the limitations of current large language models. Its focus is on structured cognition and modeling multi-scale generative processes used by human experts. The company’s models possess explicit episodic memory, which enables new scaling curves and more reliable inference. These models are designed for complex formal language tasks such as automated theorem proving and code synthesis. A unique inference model allows for continuous interaction with validators, interpreters, and debuggers, ensuring continuous control and guidance, and thereby enhancing the reliability of outputs. Additionally, the explicit episodic memory model reduces hallucinations and ensures data privacy.