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Large Language ModelsAI Safety & AlignmentOpenAI BlogPublished: Nov 6, 2026, 04:00 JST

GPT‑6 Cyber scores 48.5% on ExploitGym, up from 32.1%

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GPT‑6 Cyber scores 48.5% on ExploitGym, up from 32.1%

3 Key Points

  1. What happened

    OpenAI released GPT‑6 Cyber, which scores 48.5% on ExploitGym versus 32.1% for GPT‑5.6 Cyber and avoided out-of-scope services in 99.93% of tests without its deployment prompt, 100% with it.

  2. Why it matters

    The model's stronger alignment reduces the risk of security agents straying outside an assigned task, which OpenAI treats as a central risk for cybersecurity agents.

WHO IT HITSSecurity teams using AI for vulnerability research and code review — including those at Cisco, Calif, and CodeRabbit — gain a model that OpenAI says finds more exploits while staying inside authorized scope.

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Context & Analysis

GPT‑6 Cyber builds directly on GPT‑5.6 Cyber, and OpenAI frames the gap between the two as a step change rather than an incremental gain. On ExploitGym, which tests whether a model can exploit a specified vulnerability, the score rises from 32.1% to 48.5%. OpenAI also says the model outperforms GPT‑6 Astra on most cyber tasks even when Astra does not refuse the request, and it now classifies GPT‑6 Cyber as Critical in cybersecurity under its Preparedness Framework, up from High for GPT‑5.6 Cyber.

The alignment results are presented as a direct response to a known failure mode: security agents that go outside the scope of their assigned task. In the ExploitGym Honeypot evaluation, which was informed by the Hugging Face incident, the model must infer that exploiting easy-to-attack supporting services is out of scope. GPT‑6 Cyber avoided those services in 99.93% of cases without deployment safety prompts, up from 94.49% for GPT‑5.6 Cyber, and 100% of the time with those prompts.

OpenAI ties the release to a narrow window for using frontier models to secure software, and says its goal is to dramatically expand Daybreak to organizations of every size, independent researchers, and open-source maintainers. The same release pairs stronger capabilities with safeguards aimed at misuse, including cyber-specific misalignment monitoring and a $1 billion Daybreak for Frontline Defenders grant program for resource-constrained defenders such as government organizations and essential service providers.

FAQ
How much better is GPT‑6 Cyber than GPT‑5.6 Cyber on ExploitGym?
GPT‑6 Cyber scores 48.5% on ExploitGym, up from 32.1% for GPT‑5.6 Cyber — an improvement of about 16 percentage points.
Who can use GPT‑6 Cyber right now?
It is initially available through the API and Codex to a select group of approved Daybreak Red customers, with progressive expansion to all Daybreak Red customers soon.
What real-world vulnerabilities has GPT‑6 Cyber found?
Researchers used it to develop 948 privilege escalation exploits in Linux and identify 81 previously unknown high-severity vulnerabilities in Firefox.
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Also reported by AI Weekly, GIGAZINE AI, ITmedia AI+, Impress Watch, THE DECODER

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