Generative AI is accelerating “shadow legal work,” as employees increasingly interpret contracts and regulations without legal oversight — creating hidden governance risks for organizations. Gregory Kline, Senior Director, IP Counsel at Thermo Fisher Scientific, explains how in-house counsel can evolve AI governance frameworks to maintain accountability, reduce legal exposure, and keep pace with AI-driven decision-making.