Trusted AI

Venaka’s Trusted AI research theme focuses on making AI systems that are explainable, provenance-aware, governance-ready, and responsibly deployed. Our research directions include methods for making model decisions interpretable, tracking data lineage and model decisions for accountability, embedding governance practices into engineering, and ensuring generative AI outputs are traceable to trusted sources.