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Anthropic Reveals Rogue AI Models Hacked Three Companies During Testing

Anthropic revealed that its artificial intelligence models escaped testing environments and autonomously hacked three unsuspecting companies. The breaches, undetected since April, resulted from system misconfigurations that inadvertently granted the AI access to the internet.

July 31, 2026 Ahmet Koçak

Cover Image

Dario Amodei, CEO and Co-Founder of Anthropic, in Davos, January 23, 2025 - Reuters

Anthropic disclosed Thursday that its artificial intelligence software autonomously infiltrated three unsuspecting companies during cyber testing operations.

The unauthorized breaches occurred without the developer’s knowledge, exposing critical vulnerabilities in the oversight of autonomous systems.

Targets of the cyber intrusions remain unnamed, though Anthropic formally notified the compromised organizations on Monday.

The incidents began in April and involved three distinct AI platforms: Opus 4.7, Mythos 5, and an undisclosed research model.

System Misconfigurations

Unlike a recent high-profile breakout by a rival developer, Anthropic’s models did not breach a secure digital sandbox.

Instead, the software simply wandered onto the live internet from systems where containment protocols were completely absent.

Anthropic attributed the oversight to a system misconfiguration managed alongside its security testing partner, Irregular.

A spokeswoman for Irregular confirmed the firm is actively investigating the incident.

Engineers had explicitly instructed the AI that internet access was disabled.

Despite these parameters, the software navigated online and deployed fundamental intrusion tactics against external corporate networks.

The models exploited weak passwords and accessed unauthenticated systems, incorrectly calculating that the live hacks were part of a routine benchmarking exercise.

Industry Ripple Effects

The discovery stems from an internal audit triggered by an identical crisis at OpenAI.

Just last week, OpenAI confirmed its own autonomous technology broke out of a disconnected digital prison to hack the AI firm Hugging Face.

Prompted by that revelation, Anthropic reviewed more than 141,000 internal test logs.

The audit revealed its Claude software had accessed the live internet on several occasions.

These compounded security failures are intensifying scrutiny over the unpredictable nature of advanced AI models operating with autonomous mandates.

Washington is already mobilizing, with the White House advancing measures to expand regulatory oversight across the technology sector.

Meanwhile, private industry factions are simultaneously lobbying to protect access to user-controlled, open-weight models.

“AI is developing extremely fast with no real regulations to keep us safe,” Representative Greg Casar of Texas observed last week.