Legacy security frameworks struggle as AI expands the digital attack surface. Experts at the EmTech AI conference argue that security must be integrated into the core architecture rather than layered on post-deployment. This shift addresses the inherent complexity of AI stacks. Practitioners must now prioritize native security to prevent systemic vulnerabilities.