How Gemini 4 Supports Cybersecurity Vulnerability Discovery

Wiz researchers describe how they tested Gemini 4 for finding security vulnerabilities, including in longer, multi-step investigations. They also outline Scan for Good, a collaboration with Google DeepMind that uses the model to help identify and remediate risks on public websites.

- Testing Gemini 4 against other models on real-world security tasks
- Scan for Good and a healthcare software example involving exposed internal files and application access
- How AI-assisted discovery may help defenders find and fix vulnerabilities

For cybersecurity professionals and readers interested in AI security, this offers an overview of the testing and remediation work discussed. Consider using the examples as context when reviewing vulnerability-management processes; the coverage is not a hands-on guide to testing systems.