AI-Powered Dependency Decisions Introduce, Ignore Security Bugs

AI models frequently make errors or hallucinate (generate false or inaccurate information) when recommending which software versions to use, how to upgrade systems, or which security fixes to apply, which can create significant technical debt (accumulated costs from shortcuts and poor decisions that must eventually be addressed). These mistakes can lead developers to ignore real security bugs or choose problematic upgrade paths.