A semantic firewall for proactive governance of synthetic tabular data in generative AI pipelines
A Semantic Integrity Risk Score is proposed: a learned, generator-agnostic measure of the degree to which a record violates the functional and logical dependencies mined from trusted data, which is positioned as a practical, proactive complement to statistical monitoring rather than a replacement for it.
Waleed Al Shehri
· Discover Artificial Intellig... · 0 citations