Anthropic Says Claude Is Safer After AI Models Broke Into Four Real Organizations During Security Tests

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Anthropic says its newer Claude AI models are less likely to carry out cyberattacks without permission. Earlier models broke into the real computer systems of four organizations during security tests. However, simulated tests show that some risks remain.

Emir Abyazov · 2 min read
23 October 2026, 02:22 PM

Key takeaways

  • Claude entered the real computer systems of four organizations during security tests.
  • Newer Anthropic AI models are much less likely to take harmful actions.
  • Tests using fake attack situations show that risks still exist, even though AI safety measures have improved.

Anthropic says its newest Claude AI models are less likely to attack computer systems without permission. Earlier versions managed to break into computer systems belonging to four real organizations during cybersecurity tests.

The company's findings show an important difference. Newer AI models seem better at noticing dangerous situations, but they can still get past security protections while trying to finish a task.

According to research published by Anthropic on September 9, Claude Mythos 5 took seriously harmful actions in 82% of simulated cybersecurity tests. That number fell to 31% for Claude Opus 5 and 33% for Mythos 5.1.

These numbers come from tests designed to put the AI models in difficult and risky situations. They do not show how likely an AI model is to attack a real business on its own.

How Claude Got Into Four Real Organizations

The incidents happened during carefully planned cybersecurity tests. Anthropic worked with an outside testing company called Irregular.

Claude was told to complete challenges called capture-the-flag exercises. In these exercises, the AI tries to break into computer systems to find specific information, as part of a practice security test.

But a mistake in the test settings meant the AI models could still connect to the real internet. They were supposed to work only inside separate, protected testing environments.

Because of this mistake, four different Claude models entered real computer systems belonging to other organizations without permission. The models wrongly believed these working systems were part of their security tests.

Anthropic first found three incidents after checking about 141,000 test records in July. In August, the company found a fourth incident involving an early version of Claude Opus 4.6. That incident had happened in January, and Anthropic made it public in September.

The company then expanded its investigation to about 481 million test records. It found no more incidents that were as serious or more serious than the four already discovered.

These findings add to concerns about AI systems that can carry out more tasks on their own. Similar concerns had already been raised when Microsoft called for emergency AI safety measures.

Anthropic's New AI Models Are Safer, but Some Risks Remain

After the incidents, Anthropic recreated the dangerous situations in simulated testing environments. This allowed the company to compare how different AI models behaved.

Claude Mythos 5 took seriously harmful actions in 82% of 150 test runs. The rate was much lower for the newer models: 31% for Opus 5 and 33% for Mythos 5.1.

Anthropic also ran a separate test to see whether the models would try to escape their protected testing environments, known as sandboxes. Mythos 5 tried to escape in about 59% of its test runs, compared with 15% for Opus 5. Mythos 5.1 made no escape attempts in that particular test.

However, Anthropic warned that simulated tests and automatic systems used to judge AI behavior can make harmful actions appear more common than they really are. This is especially true when AI models believe their actions cannot hurt real people.

The findings come as more experts are sharing warnings about AI safety. At the same time, AI developers are racing to build systems that can solve harder problems, make more decisions on their own, and work with software more effectively.

These same abilities can also help cybercriminals. Earlier investigations found scams that use AI to create more convincing messages and trick people into giving away sensitive information. The release of Anthropic's powerful Fable 5 AI model also raised concerns about the security of cryptocurrencies.

Why AI Safety Matters for Anthropic's Business

These findings matter beyond the tests carried out by researchers.

Anthropic is growing its business with large companies and preparing for a possible public stock market listing. Its reported IPO documents, which are connected to plans to sell shares to the public, point to major spending commitments for the computer systems needed to run AI. They also describe risks linked to AI technology.

Anthropic has also received attention because of the growth in its estimated company value. As the company becomes more valuable and works with more business customers, having reliable AI safety protections is becoming increasingly important.