AI Code Generation: Trust and Verify, Always

AI code generation tools promise unprecedented productivity but require verification to succeed. New research reveals alarming security flaws, with top models like GPT-4o introducing severe vulnerabilities in 60-70% of generated code, while over 90% contains "code smells" that create technical debt. Different AI models exhibit distinct coding styles, requiring human oversight to transform promising prototypes into production-ready software.