Generative AI coding tools, like GitHub Copilot, leverage machine learning to generate new solutions and predict coding sequences. They use large language models trained on vast amounts of code and human language to provide contextually accurate outputs. Unlike other AI coding tools, which may rely on automation or rules-based logic, generative AI coding tools allow developers to bring their coding dreams to life and focus on higher-level decision making.