In a blog published this week, Manifold Security showed how an AI-powered code reviewer built on Claude accepted changes that appeared to come from a legitimate maintainer. By setting a fake author name and email in Git, the team made a commit appear to originate from a trusted source, then passed it through an automated review flow where the model approved it.
OpenAI's GPT-5.4-Cyber model provides new capabilities such as binary reverse engineering, enabling users to analyze compiled executable software for vulnerabilities and malicious behavior.
