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The Pitfalls of Using Generative AI in Software Development

  • 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.

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