Veracode's 2025 study of 100+ AI models reveals nearly half of generated code contains critical vulnerabilities, with Java samples failing security tests at 72%. Despite advances in functionality, security performance remains stagnant across model generations. The findings expose hidden risks in AI-assisted development pipelines.