Generative AI models lack true comprehension of project logic and constraints, leading to potential failures in complex systems.Code produced by AI tools may introduce hard-to-detect security vulnerabilities from training on insecure practices in public repositories.Over-reliance on generative AI could erode critical programming skills, impacting troubleshooting, optimization, and innovation.Generative AI training on diverse codebases raises concerns about intellectual property rights and legal compliance.