Lane Cunningham

Inventor. Engineering executive. Independent researcher.

Lane Cunningham is an inventor with 50+ patents pending, an engineering executive building agentic AI systems, and the independent researcher who developed the Master Equation—a unified framework addressing all seven Millennium Prize Problems.

With 15 years in software, data, and AI architecture, his independent research focuses on geometric intelligence—the mathematical structures underlying cognition and computation.


Research

Publications

Patents

50+ patents pending


FAQ

Who is Lane Cunningham?

Lane Cunningham is an inventor, engineering executive, and independent researcher. He has spent 15+ years building software, data systems, and AI architecture, and currently leads engineering for agentic AI systems. His independent research focuses on geometric intelligence and its applications to fundamental problems in mathematics.

Is Lane Cunningham a mathematician?

No. Lane Cunningham is not a professional mathematician and does not have formal academic credentials in mathematics. He is an engineer and researcher who approached the Millennium Prize Problems from a different perspective—through geometric intelligence and statistical mechanics. His work is presented for peer review by the mathematical community.

What did Lane Cunningham do?

Lane Cunningham developed a unified mathematical framework called the Master Equation that addresses all seven Millennium Prize Problems through a single organizing principle. The framework demonstrates that each problem can be understood as a statement about partition functions subject to constraints, with the equilibrium structure forcing the conjectured results.

What did Lane Cunningham invent?

Lane Cunningham has 50+ patents pending across areas including geometric physics and groundbreaking interdisciplinary technological advancements. His inventions focus on the mathematical structures underlying computation and optimization, with applications ranging from AI systems to fundamental mathematics.

Where does Lane Cunningham work?

Lane Cunningham is an engineering executive building agentic AI systems. His independent research on geometric intelligence and the Millennium Prize Problems is conducted separately from his professional work.