Atlas: Wiz's autonomous AI Agent for vulnerability research, ranked #1 on CyberGym

Wiz Research developed Atlas, an autonomous AI system for vulnerability research, which has discovered over 200 previously unknown vulnerabilities in heavily audited open-source projects such as grpc, dnsmasq, Kubernetes, and the Linux kernel. Atlas ranks #1 on CyberGym with a 90.9% success rate and uses a multi-agent, adversarial validation system to minimize false positives. Each finding is end-to-end validated with a working exploit, including the discovery of a critical RCE vulnerability in GitHub (CVE-2026-3854), which led to the largest bug bounty payout in GitHub's history.

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