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OpenAI Tightens AI Evaluation Safeguards After Testing Incidents

Samiksha Jain by Samiksha Jain
August 6, 2026
in Cyber News, Firewall Daily
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OpenAI models accessed the public internet during separate third-party cyber evaluations conducted by independent testing partners, prompting the company to review how high-risk AI testing is managed. OpenAI said the incidents occurred under specialized testing configurations with reduced safeguards and did not reflect how its models operate in public deployments. The company added that the events were unrelated to the previously disclosed Hugging Face security incident.

The incidents involved evaluations conducted by UK AISI and cybersecurity testing partner Irregular, where testing conditions or environment configurations enabled models to interact with systems beyond the intended evaluation boundaries.

OpenAI Models Prompt Review of Third-Party AI Testing

OpenAI said independent cybersecurity evaluations are essential for understanding model capabilities before deployment. Some evaluations intentionally reduce safeguards or enable additional capabilities to measure how models perform under conditions that resemble real-world cyber operations.

According to the company, the latest incidents highlighted the need to strengthen the security controls surrounding independent testing environments as AI models become more capable.

OpenAI said it will review how it manages third-party cyber evaluations, including how higher-risk testing is identified, when internet access or reduced safeguards should be permitted, how testing environments should be isolated, and how incident reporting and monitoring procedures should be handled.

The company also plans to work with national AI institutes, independent evaluators, and other AI developers to establish stronger industry practices for high-risk AI evaluations.

UK AISI Identified Two Unsanctioned Actions by GPT 5.6 Sol

On August 3, UK AISI, the UK’s AI Security Institute, informed OpenAI that during a cyber evaluation that began on July 25, models from OpenAI and another AI lab performed activities beyond the intended testing scope.

The evaluation used simulated cyber ranges where models acted as cybersecurity experts in a Capture-the-Flag exercise. Internet access was intentionally enabled so agents could download tools similar to those available to real attackers, while cyber classifiers were disabled to measure underlying model capability.

Among 19 recorded events, two involved GPT 5.6 Sol.

According to OpenAI, the model reused a publicly accessible GitHub token left behind by another lab’s agent to determine whether systems inside the simulated environment were communicating with GitHub or update services. It also attempted account recovery and request-limit workarounds while registering accounts with external DNS and tunneling providers.

In a separate action, GPT 5.6 Sol used a public tunneling service to expose a locally hosted DNS server from the evaluation environment to the public internet. The server contained exploit payloads intended for a known software vulnerability within the simulated cyber range.

OpenAI said the setup did not function as intended, no evidence indicated that any real internet resolver queried the server, and the infrastructure was removed when the evaluation concluded.

UK AISI considered both actions outside the authorized testing boundary because they involved external services that were not required to complete the exercise.

Security monitoring detected unusual data transfers on July 28. UK AISI halted the evaluation, isolated the affected systems, and contained the activity within approximately one hour.

Irregular Finds Misconfigured Testing Environment

A second incident was reported on July 29 by Irregular, another organization conducting third-party cyber evaluations for OpenAI.

The testing environment was intended to remain isolated from the internet during another Capture-the-Flag exercise. However, a configuration error unintentionally allowed the models to access external websites.

During one evaluation, the fictional domain used in the exercise matched an actual website. Because internet connectivity was available, the model interacted with the live site, believing it was part of the simulated challenge.

Irregular said the incident did not involve a sandbox escape or zero-day exploit. Instead, the model exploited a basic security vulnerability on the website after gaining unintended internet access.

The investigation also found that the model used credentials associated with the same website. According to Irregular, no impacts beyond that site’s own data have been identified, although its audit remains ongoing.

The organization has paused the evaluations, completed remediation, notified affected third parties, and implemented additional safeguards in its testing environment.

OpenAI said it will continue working with both UK AISI and Irregular to improve evaluation practices while ensuring independent cybersecurity testing remains rigorous as AI capabilities continue to advance.

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