Sounil Yu

A new AI Defense Matrix Catalog maps over 100 AI security products into four clusters, revealing that runtime guardrails dominate while Respond and Recover capabilities are scarce. Sounil Yu and the a…

The AI Defense Matrix Catalog, maintained by Sounil Yu and an unnamed co-author, lists 239 products defending AI systems, revealing a lopsided market where most products cluster around runtime AI data…

Sounil Yu and an unnamed co-author launched a five-minute, ten-question survey to benchmark how organizations secure AI, covering which AI assets are protected, who decides, and where controls come fr…