This ebook explores how generative AI is transforming software development while introducing serious security challenges that organizations are not fully prepared to manage. It highlights that AI dramatically increases code output, but security practices and tools have not kept pace, leading to widespread vulnerabilities and overreliance on AI-generated code. The guide warns that many developers trust AI too much, despite evidence that AI-generated code often contains security flaws and is trained on vulnerable open-source data. It outlines a governance framework for CISOs, including establishing leadership, defining policies, mapping AI usage, automating security processes, and selecting independent, high-accuracy security tools. It also stresses human validation, continuous training, and

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