jason volk

Building SIGMA/SATYA: deterministic verification for AI systems that mutate state. SIGMA computes structural admissibility. SATYA wraps runtime decisions. SVR turns verification results into signed, independently checkable receipts. Models generate. SATYA verifies. SVR signs. #deterministic-verification #ai-agents #state-mutation #signed-receipts #knowledge-graphs #formal-methods #graph-verification #ai-safety #ai-for-science #compliance-automation