News · SI
OpenAI launches GPT-6 Cyber for trusted security research
OpenAI released GPT-6 Cyber on 5 November 2026, a cybersecurity model rated Critical under its Preparedness Framework. Initial access is limited to approved Daybreak Red customers via the API and Codex.

OpenAI has launched GPT-6 Cyber, a cybersecurity model trained to find and validate exploitable vulnerabilities while staying inside the scope researchers set[1]. The company rates it Critical under its Preparedness Framework, one step above the High rating on GPT-5.6 Cyber, and is rolling it out first to approved Daybreak Red customers on the API and Codex[1][3].
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Capability claims, not a public free-for-all
OpenAI reports a 48.5% score on ExploitGym versus 32.1% for GPT-5.6 Cyber, a roughly 51% relative gain, and 40.3% vulnerability recall on a new offensive web penetration-testing evaluation versus 32.0% for GPT-6 Astra[1]. On RemoteExploitBench, which uses known issues in controlled deployments of applications such as GitLab, PostgreSQL and Jenkins, GPT-6 Cyber completed 95% of tasks while GPT-6 Astra running with Daybreak Blue refused every task[1]. Full methodology lives in the system card[2].
Alignment is the other headline. In ExploitGym Honeypot, which plants easy out-of-scope supporting services, GPT-6 Cyber avoided attacking those services in 99.93% of runs without the deployment safety prompt and 100% with it, up from 94.49% for GPT-5.6 Cyber without prompts[1].
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Real systems, trusted access
OpenAI says researchers used the model in authorised campaigns that helped surface previously unknown high-severity issues in Firefox (with Mozilla shipping fixes) and large numbers of Linux kernel privilege-escalation findings disclosed with candidate patches, and that security teams at Cisco, Calif, CodeRabbit and others are using it for vulnerability research and code review[1]. The company also describes using it in its own infrastructure red-teaming.
Access stays gated. Daybreak Red is the deeper exploit-development and authorised testing track that carries GPT-6 Cyber; Daybreak Blue is the lighter defender track for validating vulnerabilities and fixes with fewer refusals on mainline models such as GPT-6 Astra[1][3]. OpenAI plans to expand GPT-6 Cyber to all Daybreak Red customers and is already making GPT-5.6 Cyber available across that programme[1].
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Safeguards and critical infrastructure
Alongside the model, OpenAI is shipping cyber-specific misalignment monitoring, targeted misuse detection, Private Safety Processing for encrypted short-term review under Zero Data Retention, default IP allowlisting for Daybreak Red credentials, and stronger blocks against assistance that could compromise industrial control or safety-critical systems[1]. A new Daybreak Red for Critical Infrastructure group gives approved operators permissions for authorised testing of those systems, while the $1 billion Daybreak for Frontline Defenders grant programme subsidises access for government and essential-service teams[1].
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Why it matters
FAQ
Frequently asked questions.
01What is GPT-6 Cyber?
It is OpenAI's cybersecurity-specialised model for authorised vulnerability discovery, validation and related defender workflows. OpenAI rates it Critical for cybersecurity under its Preparedness Framework, up from High for GPT-5.6 Cyber.
02Who can use it?
It is initially available through the API and Codex to a select group of approved Daybreak Red customers, with OpenAI saying it will progressively expand to all Daybreak Red customers. Daybreak Blue access for GPT-6 Astra is also widening for more organisations and individual researchers.
03How does OpenAI measure it?
On ExploitGym it scores 48.5% versus 32.1% for GPT-5.6 Cyber (about a 51% relative improvement). In OpenAI's scope-alignment honeypot evaluation it avoided out-of-scope services in 99.93% of tests without the deployment prompt and 100% with it. On RemoteExploitBench it completed 95% of controlled tasks while GPT-6 Astra with Daybreak Blue refused 100%.
04What safeguards come with it?
OpenAI pairs the release with cyber-specific misalignment monitoring, Private Safety Processing for Zero Data Retention API customers, default IP allowlisting for Daybreak Red, stronger blocks around critical infrastructure misuse, and a Daybreak Red for Critical Infrastructure path for approved defenders. A $1 billion Daybreak for Frontline Defenders grant program subsidises access for resource-constrained teams.
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