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0•11/05/2026, 12:04•2 min read

OpenAI agents found 948 vulnerabilities in the Linux kernel

OpenAI agents found 948 vulnerabilities in the Linux kernel
Executive TL;DR30s read

OpenAI researchers used an unreleased cybermodel and an autonomous pipeline to identify, reproduce, and patch Linux kernel flaws, confirming 948 privilege-escalation vulnerabilities.

OpenAI agents found 948 vulnerabilities in the Linux kernel

An unreleased cybermodel was used for this. It is described as upcoming, so it may be introduced in the near future.

Around the model, researchers built an autonomous pipeline with several stages: agents locate a target code fragment, scan it for vulnerabilities, reproduce them in isolated environments, check exploitability, and generate patches.

When the pipeline was run against the Linux kernel — apparently only partially — 1,724 vulnerabilities were confirmed and reproduced. Of these, 948 led to working local privilege escalation exploits.

The entire run cost $1,213,430 in API credits, or about $1,279 per LPE vulnerability. This is not cheap, but for comparison, the Pwn2Own hacking contest historically paid $20,000 for such an exploit, while TyphoonPWN paid $70,000. Multiplying by 948, the same set of vulnerabilities would hypothetically have been worth $18.9 million to $66.3 million.

OpenAI: A thousand fewer paths to root

Why it matters

Analysis

It shows AI agents can already discover real vulnerabilities in critical infrastructure at scale, while also raising new questions about cost, defensive automation and misuse risk.

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