🤖 How Amazon uses agentic AI for vulnerability detection at global scale

Amazon's RuleForge is a multi-agent AI system that auto-generates CVE detection rules from exploit PoC code. It uses parallel generation (via Amazon Bedrock/Fargate), a separate judge model (reducing false positives by 67%), and multistage validation, achieving 336% faster rule production than manual workflows while keeping humans in the final approval loop.

https://www.amazon.science/blog/how-amazon-uses-agentic-ai-for-vulnerability-detection-at-global-scale

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