Publications
The Structured Epistemic Model of Truth (SEMT) is developed across a series of books and papers exploring logic, epistemology and AI safety. These works present a layered approach to truth under verification constraints β combining formal precision with conceptual depth.
Core Themes
π§ Foundational Logic
Introduces verifier classes (Mβ), truth layers (Tβ), and the convergence point π β framing truth as a structure of epistemic accessibility. This includes rethinking formal truth in relation to bounded inference, GΓΆdel incompleteness and undecidability.
π Recursive Epistemics
Investigates epistemic circularity, reflective provability, and systems with layered self-reference. Relevant to metamathematics, model theory and philosophical logic.
π€ AI Safety & Verification
Applies SEMT to the problem of machine-generated claims, hallucination boundaries and system introspection. Introduces the Epistemic API (EAPI) and design principles for verifiability-aware tools in AI alignment.