DataSphere AI

Formal verification research

An independent research effort in Chattanooga, Tennessee: machine-checked mathematics in Lean 4, systems designs that aim for provable guarantees, and a falsification methodology applied first to our own claims.

This site was rewritten after an internal audit (July 2026). Earlier versions presented a chosen modeling constant as a discovered law and carried claims that did not survive pre-registered testing. Those claims have been retired — here and in the code. This page will grow as the work that survived is prepared for publication.