Gemini 3.5 Flash Cyber Spots Vulnerabilities Across Google's Internal Codebases
xennygrimmato_ · x · 2026-07-21
Benchmarks only tell part of the story. Paired with the CodeMender agent, Gemini 3.5 Flash Cyber is already finding and fixing vulnerabilities in Google’s internal codebases, including Chrome, Android, Cloud, Ads, and YouTube.
The model was evaluated on the CyberGym benchmark against hundreds of real-world software vulnerabilities. Leveraging its low cost, CodeMender was configured to call 3.5 Flash Cyber up to five times for a single final report, allowing the overall agent to achieve highly competitive performance.
Related event: Google Launches Three New Gemini Models, Announces Gemini 4 Pre-training(157 posts)→
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