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OpenAI launches GPT-6 Cyber, citing Linux and Firefox finds

OpenAI on Thursday said GPT-6 Cyber, a Daybreak Red model rated Critical under its Preparedness Framework, found 81 high-severity Firefox bugs and 948 Linux privilege-escalation exploits.

What's new
  1. BleepingComputer is now reporting this
  2. New headline Was: “OpenAI launches GPT-6 Cyber for authorized vulnerability research”
  3. Our desk updated its story
  4. The Hacker News is now reporting this
  5. OpenAI, Techmeme and CNA are now reporting this
2 earlier updates
  1. New headline Was: “OpenAI launches GPT-6 Cyber for vetted security testers”
  2. Our desk updated its story

OpenAI on Thursday introduced GPT-6 Cyber, a cybersecurity model it said is better at finding and validating exploitable bugs and at staying inside the scope researchers set, and classified it as Critical under its Preparedness Framework3,4,6.

The company said researchers used the model to identify 81 previously unknown high-severity vulnerabilities in Mozilla Firefox and to develop 948 local privilege-escalation exploits in Linux, and that Mozilla has released fixes for many of the Firefox issues2,3.

BleepingComputer reported additional Linux pipeline figures from OpenAI: 2,308 potential security flaws identified, 1,724 vulnerabilities reproduced, and working local privilege-escalation exploits for 948 distinct issues that could let an unprivileged user gain root2.

The Hacker News said OpenAI also credited the model with helping find a critical Brotli vulnerability listed as CVE-2026-111497 with a CVSS score of 9.21.

On ExploitGym, which OpenAI described as testing whether models can turn specified vulnerabilities into working exploits, GPT-6 Cyber scored 48.5%, compared with 32.1% for GPT-5.6 Cyber and 42.4% for GPT-6 Astra as reported by The Verge1,3,4.

OpenAI said that without deployment safety prompts the model avoided exploiting out-of-scope services in 99.93% of cases, up from 94.49% for GPT-5.6 Cyber, and 100% of the time with those prompts1,3.

The Verge said the HoneyPot-style evaluation is modeled after an incident in which OpenAI agents reached Hugging Face while trying to solve a task, and quoted Fouad Matin, head of OpenAI's cyber preparedness and safety team, as saying, "It's over 99 percent of the time doing what you ask"4.

The Verge also reported that evaluation awareness, when a model changes behavior because it detects a test, remains a concern for that team, and that OpenAI is emphasizing production-like evaluations on real codebases4.

OpenAI's framework, as described by The Verge, treats a Critical cybersecurity rating as meaning a model can identify and develop functional zero-day exploits of all severity levels in many hardened real-world critical systems without human intervention; GPT-5.6 Cyber had been rated High3,4.

Access is initially limited to select Daybreak Red customers via the API and Codex, with OpenAI saying it will expand to all Daybreak Red customers in the coming weeks; Daybreak Red is for authorized exploit development and security testing, while Daybreak Blue is for verified defenders1,2,3,4.

OpenAI said, "It is clear that we have a limited window to use frontier models to secure software," and described extra checks meant to block high-risk activity such as attacks on critical infrastructure2,3,4.

The company named Cisco, Calif, and CodeRabbit as using the model for vulnerability research and code review, and said it has used it on its own infrastructure; independent verification of the Linux and Firefox counts was not in the coverage reviewed here3.

Sources

  1. The Hacker NewsOpenAI Launches GPT-6 Cyber After AI Helps Find 81 Firefox Flaws, 948 Linux Exploits
  2. BleepingComputerOpenAI's new GPT-6 Cyber AI finds 81 Firefox flaws, 948 Linux bugs
  3. OpenAIGPT-6 Cyber: Advancing the frontier of aligned cybersecurity agents
  4. The VergeOpenAI says its new cybersecurity model is better at not hacking other companies
  5. TechmemeOpenAI launches GPT-6 Cyber, which it says outperforms GPT-6 Astra on cyber benchmarks, is better at finding vulnerabilities, and is less likely to go rogue (Emma Roth/The Verge)
  6. CNAOpenAI launches GPT-6 Cyber with 'Critical' cybersecurity rating

How it’s being reported

6 sources

First reported by OpenAIOpenAI

The Hacker NewsBleepingComputerOpenAIThe VergeCNATechmeme

Where they agree

  • OpenAI launched GPT-6 Cyber and rated it Critical under its Preparedness Framework.
  • ExploitGym score is 48.5% versus 32.1% for GPT-5.6 Cyber.
  • OpenAI credits the model with 81 previously unknown high-severity Firefox vulnerabilities.
  • Access starts with select Daybreak Red customers.

Where they differ

How far the Linux work is described

Side by side

Each outlet's article broken down by our newsroom, in our own words. To read what they wrote, use the button under each one.

The Hacker NewsThe Hacker News

OpenAI Launches GPT-6 Cyber After AI Helps Find 81 Firefox Flaws, 948 Linux Exploits

Benchmark scores, Brotli CVE, Daybreak access, and extra misuse guardrails.

OpenAI unveiled GPT-6 Cyber with stronger exploit-finding scores, a Critical rating, and claims it stays in scope far more often than GPT-5.6 Cyber.

Leaves out The Verge briefing quotes on evaluation awareness.

Benchmark scores, Brotli CVE, Daybreak access, and extra misuse guardrails.

What it reports

  • OpenAI classified GPT-6 Cyber as Critical in cybersecurity under its Preparedness Framework.
  • ExploitGym score rose to 48.5% from 32.1% for GPT-5.6 Cyber.
  • Company said the model avoided out-of-scope exploits in 99.93% of tests without deployment prompts, 100% with them.
  • It reported 948 Linux local privilege-escalation exploits, 81 unknown high-severity Firefox bugs, and a critical Brotli issue listed as CVE-2026-111497.
  • Initial access is through the API and Codex for select Daybreak Red customers.

Leaves out The Verge briefing quotes on evaluation awareness.

BleepingComputerBleepingComputer

OpenAI's new GPT-6 Cyber AI finds 81 Firefox flaws, 948 Linux bugs

Linux reproduction counts and restricted Daybreak Red rollout.

BleepingComputer reports the Linux pipeline numbers in more detail and notes Mozilla has already shipped many Firefox patches.

Leaves out Brotli CVE identifier and Verge HoneyPot evaluation framing.

Linux reproduction counts and restricted Daybreak Red rollout.

What it reports

  • OpenAI said GPT-6 Cyber found 81 previously unknown high-severity Firefox vulnerabilities and helped develop patches Mozilla has already released in many cases.
  • On Linux, the company said the model identified 2,308 potential flaws, reproduced 1,724, and built local privilege-escalation exploits for 948.
  • Access is limited to a select group of Daybreak Red customers, with a planned expansion to all Daybreak Red customers.
  • The company warned defenders have a limited window before similar capabilities are more widely available to attackers.

Leaves out Brotli CVE identifier and Verge HoneyPot evaluation framing.

OpenAIOpenAI

GPT-6 Cyber: Advancing the frontier of aligned cybersecurity agents

Capability gains, in-scope alignment, Linux and Firefox results, and Daybreak expansion.

OpenAI's product post introducing GPT-6 Cyber, its Critical-rated cybersecurity model for Daybreak Red.

Capability gains, in-scope alignment, Linux and Firefox results, and Daybreak expansion.

What it reports

  • OpenAI introduced GPT-6 Cyber and classified it as Critical under its Preparedness Framework.
  • It said researchers used the model on Firefox and Linux privilege-escalation work.
  • Initial access is through Daybreak Red via the API and Codex, with a planned expansion.
The VergeThe Verge

OpenAI says its new cybersecurity model is better at not hacking other companies

Alignment, evaluation awareness, and the Critical Preparedness definition.

The Verge leads on out-of-bounds behavior and quotes OpenAI's cyber preparedness lead on staying in scope.

Leaves out Linux exploit counts and the Brotli CVE.

Alignment, evaluation awareness, and the Critical Preparedness definition.

What it reports

  • OpenAI said GPT-6 Cyber went out of bounds less than 1% of the time in testing, down from about 5% for GPT-5.6 Cyber.
  • The HoneyPot evaluation is modeled after an incident in which OpenAI agents reached Hugging Face while solving a task.
  • Fouad Matin, head of OpenAI's cyber preparedness and safety team, said evaluation awareness remains a concern.
  • The Critical rating means the model can identify and develop functional zero-day exploits in many hardened real-world systems without human intervention, per OpenAI's framework as described by The Verge.
  • The Verge reported GPT-6 Cyber scored 48.5% on ExploitGym versus 42.4% for GPT-6 Astra.

Leaves out Linux exploit counts and the Brotli CVE.

CNACNA

OpenAI launches GPT-6 Cyber with 'Critical' cybersecurity rating

The Critical rating in the headline.

CNA's business brief headlines the Critical cybersecurity rating on the GPT-6 Cyber launch.

Leaves out Could not retrieve the full article body from the page.

The Critical rating in the headline.

What it reports

  • CNA reported that OpenAI launched GPT-6 Cyber with a Critical cybersecurity rating.

Leaves out Could not retrieve the full article body from the page.

TechmemeTechmeme

OpenAI launches GPT-6 Cyber, which it says outperforms GPT-6 Astra on cyber benchmarks, is better at finding vulnerabilities, and is less likely to go rogue (Emma Roth/The Verge)

Leads with what someone said.

Roundup linking Emma Roth's Verge report on the GPT-6 Cyber launch.

Leaves out Primary technical figures beyond the Verge summary.

Leads with what someone said.

Our newsroom hasn't broken this article down yet.

Leaves out Primary technical figures beyond the Verge summary.