• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia

Trendingnow

1

'The demographic dividend of the last 40 years is ending': J.P. Morgan says the world is running out of the two things that kept interest rates down

2

Jensen Huang made his $172 billion fortune on AI chips. His family's $75 million gift to Vanderbilt argues art decides what technology is for

3

The millennial generation is split in 2: an older crowd with boomer-style comfort, a younger set going 'back to the early 1900s'

1

'The demographic dividend of the last 40 years is ending': J.P. Morgan says the world is running out of the two things that kept interest rates down

2

Jensen Huang made his $172 billion fortune on AI chips. His family's $75 million gift to Vanderbilt argues art decides what technology is for

3

The millennial generation is split in 2: an older crowd with boomer-style comfort, a younger set going 'back to the early 1900s'
AIOpenAI

AI safety experts say OpenAI’s rogue models may mean the company has already blown past its own internal red lines

By
Beatrice Nolan
Beatrice Nolan
Tech Reporter
Down Arrow Button Icon
By
Beatrice Nolan
Beatrice Nolan
Tech Reporter
Down Arrow Button Icon
July 25, 2026, 1:05 PM ET
Sam Altman speaking to reporters.
Sam Altman, OpenAI CEO.Photo by Nathan Posner/Anadolu via Getty Images
Add Fortune on Google for similar content.

AI safety experts say the OpenAI models that carried out the autonomous hack of another company earlier this month may have crossed into a risk category so dangerous that OpenAI’s own internal risk control policies were supposed to require the company to temporarily pause development of those models.

Recommended Video

Earlier this week, OpenAI disclosed that two of its models—the newly released GPT-5.6 Sol and a more capable, unreleased system—broke out of a locked-down internal test environment, exploited a previously unknown “zero-day” vulnerability to reach the open internet, and then breached fellow AI company Hugging Face to steal the answers to a cybersecurity test they were being evaluated on.

The incident has alarmed the world, but perhaps no one more so than AI safety experts who have warning about these kinds of dangers for years and urging companies and governments to adopt more safeguards.

Several AI safety experts told Fortune the recent hack appears to show OpenAI’s models have crossed into a level of risk that OpenAI’s own published safety policies define as “critical,” the highest level of danger. At that level of danger, the company had pledged in these published policies that it would pause model development until it could figure out better control systems.  

The “critical” threshold is defined in a risk policy document known as OpenAI’s “Preparedness Framework.” According to the policy, the “critical” danger level designation is supposed to apply to a model that can independently find and build working exploits for previously unknown security flaws across many well-defended, real-world systems—or one that can design and carry out an entirely new attack strategy against a well-defended target after being given only a general goal, with no human guidance along the way.

The policy says that when an AI model reaches this level of risk, OpenAI will “halt further development” until “we have specified safeguards and security controls standards that would meet a Critical standard.”

The Preparedness Framework is a voluntary commitment by OpenAI, rather than a legal requirement. But the company publishes the document on its website, in part to allow other AI safety researchers and the public to see what controls it says it will implement. The adoption of a policy like the Preparedness Framework is mandatory for frontier AI labs under the EU AI Act, with that portion of the law having come into force in August 2025.

“OpenAI’s preparedness framework defines critical cybersecurity capabilities, and prescribes safeguards that need to be implemented before development can continue,” Nathan Calvin, vice president of state affairs and general counsel at Encode, a California-based AI policy think tank, told Fortune. “From my reading of OpenAI’s preparedness framework, it looks awfully like this internally deployed model met the critical criteria for cybersecurity. Does OpenAI dispute that critical designation? Do they plan to have safeguards that meet a Critical standard before proceeding further?”

Tyler Johnson, founder of the AI watchdog group the Midas Project, also said it seemed the models had hit this highest danger threshold. “I think a plain reading of it would say yes,” he said. “It operated independently over the course of a weekend, trying different attack vectors on Hugging Face and chaining multiple zero-day exploits.”

OpenAI did not respond to specific questions from Fortune about whether the AI models involved in the incident met the “critical” standard outlined in its risk policy. Instead, a spokesperson said: “This is an unprecedented incident, and we think it marks an important moment for AI safety. We are conducting a thorough review along with external advisors and with oversight from our Safety and Security Committee. Once the review is complete, we will publish a technical report of our learnings for everyone.”

The vagueness of the framework’s language could leave room for dispute, however, according to Johnson. The threshold requires a model to find zero-day exploits “of all severity levels,” but it’s unclear whether the exploits used in the Hugging Face breach would meet that requirement. It’s possible a more severe class of vulnerability, such as one granting an attacker deep, system-level control over a computer’s operating system (known as “kernel-level” access), would need to be demonstrated for the threshold to apply, he added.

“OpenAI’s model outsmarted its creators, exploited a never-before-discovered vulnerability in OpenAI’s code, escaped onto the open internet, and attacked another company,” said Peter Wildeford, head of policy at the AI Policy Network. “If this doesn’t cross the line into Critical, OpenAI needs to say much more about what’s going on and how this threshold works.”

AI safety experts say OpenAI is missing other safeguards

OpenAI has previously said it was treating its newest model, GPT-5.6, as “High” risk for cybersecurity. High is the lower of the two risk levels outlined in the Preparedness Framework. Models that are below the “High” threshold can be released without risk significant risk mitigations.

A High designation is supposed to trigger several protections, according to OpenAI’s policy: tighter security controls, safeguards to prevent outside misuse once the model is released publicly, protections against the model itself behaving unpredictably or deceptively when it’s used heavily for internal research, and efforts to help other cybersecurity teams defend against similar threats.

However, some experts question whether one of these, the safeguards against misalignment for large-scale internal deployment, have been properly implemented. These protections are meant to catch a model that’s acting deceptively, hiding its true capabilities, or otherwise working against what its developers intended.

This isn’t the first time OpenAI’s compliance with that particular safeguard has been called into question. 

Fortune reported in February that safety experts claimed OpenAI had failed to implement required misalignment safeguards after its GPT-5.3-Codex model became the first to hit “high” cybersecurity risk under the Preparedness Framework.

At the time, OpenAI disputed that its framework required the safeguards in that instance, arguing the extra protections only kick in when high cyber risk occurs “in conjunction with” long-range autonomy—the ability to operate independently over extended periods—something it said GPT-5.3-Codex had not demonstrated.

The models involved in the current incident involving Hugging Face reportedly operated independently for days, which would seem to meet that long-range autonomy standard.

“In February, we warned that OpenAI may have skipped on its required safeguards according to its own policy. They disagreed, claiming the model lacked long-range autonomy. But the model that hacked Hugging Face clearly has long-range autonomy, so where are the safeguards now,” Johnson said.

Subscribe to Fortune Gulf Brief. Every Tuesday, this new newsletter delivers clear-eyed, authoritative intelligence on the deals, decisions, policies, and power shifts shaping one of the world’s most consequential regions, written for the people who need to act on it. Sign up here.
About the Author
By Beatrice NolanTech Reporter
Twitter icon

Beatrice Nolan is a tech reporter on Fortune’s AI team, covering artificial intelligence and emerging technologies and their impact on work, industry, and culture. She's based in Fortune's London office and holds a bachelor’s degree in English from the University of York. You can reach her securely via Signal at beatricenolan.08

See full bioRight Arrow Button Icon
Add Fortune on Google for similar content.

Latest in AI

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • World's Most Admired Companies
  • See All Rankings
  • Lists Calendar
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • TikTok icon
  • YouTube icon

Latest in AI

Nvidia CEO Jensen Huang denies the chip boom will go bust soon and actually utters the infamous phrase ‘this time is different’
Big TechSemiconductors
Nvidia CEO Jensen Huang denies the chip boom will go bust soon and actually utters the infamous phrase ‘this time is different’
By Jason MaJuly 25, 2026
2 hours ago
Sam Altman speaking to reporters.
AIOpenAI
AI safety experts say OpenAI’s rogue models may mean the company has already blown past its own internal red lines
By Beatrice NolanJuly 25, 2026
2 hours ago
DeepSeek said to tell backers of funding pause after viral posts
AIfunding round
DeepSeek said to tell backers of funding pause after viral posts
By Haze Fan, Pei Li and BloombergJuly 25, 2026
4 hours ago
Inside On’s tech lab, where robots build running shoes in 3 minutes and can eliminate up to 300 hours of human work
C-SuiteSportswear
Inside On’s tech lab, where robots build running shoes in 3 minutes and can eliminate up to 300 hours of human work
By Ruth UmohJuly 25, 2026
4 hours ago
A man stands looking out over his front porch where a sign reads, "No data centers."
EnvironmentData centers
Startups are installing tiny data centers in people’s homes to reduce strain on the beleaguered electrical grid
By Sasha RogelbergJuly 25, 2026
6 hours ago
m
Commentarydisruption
The Messi Test and how the Spaniards messed with it: what the World Cup final taught me about the jobs AI can’t touch
By Bhaskar ChakravortiJuly 25, 2026
8 hours ago

Most Popular

'The demographic dividend of the last 40 years is ending': J.P. Morgan says the world is running out of the two things that kept interest rates down
Economy
'The demographic dividend of the last 40 years is ending': J.P. Morgan says the world is running out of the two things that kept interest rates down
By Eleanor PringleJuly 24, 2026
2 days ago
Jensen Huang made his $172 billion fortune on AI chips. His family's $75 million gift to Vanderbilt argues art decides what technology is for
Big Tech
Jensen Huang made his $172 billion fortune on AI chips. His family's $75 million gift to Vanderbilt argues art decides what technology is for
By Sydney LakeJuly 23, 2026
3 days ago
The millennial generation is split in 2: an older crowd with boomer-style comfort, a younger set going 'back to the early 1900s'
Real Estate
The millennial generation is split in 2: an older crowd with boomer-style comfort, a younger set going 'back to the early 1900s'
By Nick LichtenbergJuly 25, 2026
8 hours ago
The $39 trillion U.S. national debt isn’t as high as Japan’s and Singapore’s relative to economy size—and yet it's still worse somehow
Economy
The $39 trillion U.S. national debt isn’t as high as Japan’s and Singapore’s relative to economy size—and yet it's still worse somehow
By Sasha RogelbergJuly 23, 2026
2 days ago
An 11-year-old is cleaning his neighbors' trash cans for $10 each—he now has 100K followers as teens face the worst summer job market since 1948
Success
An 11-year-old is cleaning his neighbors' trash cans for $10 each—he now has 100K followers as teens face the worst summer job market since 1948
By Orianna Rosa RoyleJuly 25, 2026
10 hours ago
Current price of oil as of July 24, 2026
Personal Finance
Current price of oil as of July 24, 2026
By Joseph HostetlerJuly 24, 2026
1 day ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.