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Incident 1629: Anthropic Research Model Reportedly Scanned 9,000 Targets and Compromised Real Company's Application During Evaluation

Responded
Description: During an Anthropic cybersecurity evaluation with Irregular, an internal research Claude model reportedly scanned roughly 9,000 internet targets after failing to reach its fictional target. It reportedly compromised a real company's Internet-facing application using credentials from an exposed debug page and SQL injection, then stopped after recognizing that the host was real.
Editor Notes: Anthropic did not disclose when this incident occurred, only that the cybersecurity-evaluation incidents it identified dated back as early as April 2026. This incident ID is one of three separate incidents Anthropic publicly reported on 07/30/2026: 1627, 1628, and 1629 make up that cluster. 07/30/2026 is therefore used as the first-public-disclosure fallback. The incident ID was created 08/08/2026.

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Alleged: Anthropic , Large language model developers and AI agent system developers developed an AI system deployed by Irregular , Anthropic , AI evaluation organizations and AI agent system deployers, which harmed Unidentified companies compromised during Anthropic cybersecurity evaluations disclosed July 2026 and Companies.
Alleged implicated AI systems: Large language models , Internal Anthropic research test models , Cybersecurity AI systems , Claude and AI agent systems

Incident Stats

Incident ID
1629
Report Count
15
Incident Date
2026-07-30
Editors
Daniel Atherton

Incident Reports

Reports Timeline

+7
Second major AI company says its systems hacked into other firms
+5
Anthropic Finds Claude Breached Real Companies During Security Evaluations
What the latest rogue AI incidents should teach usAI models are breaking out of their cages. Their creators are scrambling.
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Second major AI company says its systems hacked into other firms

Second major AI company says its systems hacked into other firms

washingtonpost.com

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Investigating three real-world incidents in our cybersecurity evaluations

Investigating three real-world incidents in our cybersecurity evaluations

anthropic.com

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Anthropic's Claude breached 3 orgs, uploaded PyPI malware during tests

Anthropic's Claude breached 3 orgs, uploaded PyPI malware during tests

bleepingcomputer.com

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Anthropic's AI hacked three companies during tests, highlighting growing security risks

Anthropic's AI hacked three companies during tests, highlighting growing security risks

reuters.com

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Anthropic Says Its A.I. Systems Broke Into Computers at 3 Organizations

Anthropic Says Its A.I. Systems Broke Into Computers at 3 Organizations

nytimes.com

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Anthropic says its own AI models breached three companies during security tests

Anthropic says its own AI models breached three companies during security tests

techcrunch.com

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Anthropic Says Claude Hacked Into 3 Organizations During Cybersecurity Tests

Anthropic Says Claude Hacked Into 3 Organizations During Cybersecurity Tests

wired.com

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Anthropic Finds Claude Breached Real Companies During Security Evaluations

Anthropic Finds Claude Breached Real Companies During Security Evaluations

securityaffairs.com

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Anthropic says its AI models hacked 3 organizations during testing

Anthropic says its AI models hacked 3 organizations during testing

apnews.com

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Anthropic says it found 3 cases where AI programs hacked into real companies

Anthropic says it found 3 cases where AI programs hacked into real companies

npr.org

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Anthropic says its Claude models escaped a testing environment and hacked three real companies

Anthropic says its Claude models escaped a testing environment and hacked three real companies

fortune.com

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Anthropic’s Claude AI Broke Into Three Companies During Security Tests

Anthropic’s Claude AI Broke Into Three Companies During Security Tests

forbes.com

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Anthropic says its models went rogue and hacked 3 companies during testing

Anthropic says its models went rogue and hacked 3 companies during testing

businessinsider.com

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What the latest rogue AI incidents should teach us

What the latest rogue AI incidents should teach us

transformernews.ai

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AI models are breaking out of their cages. Their creators are scrambling.

AI models are breaking out of their cages. Their creators are scrambling.

washingtonpost.com

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Second major AI company says its systems hacked into other firms
washingtonpost.com · 2026

SAN FRANCISCO --- Anthropic, maker of the Claude chatbot, said Thursday that artificial intelligence systems it was testing hacked into three outside companies undetected earlier this year.

The disclosure comes just over a week after ChatGP…

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Investigating three real-world incidents in our cybersecurity evaluations
anthropic.com · 2026
Anthropic post-incident response

In a review of our cybersecurity evaluation transcripts, we found three incidents in which a Claude model reached the internet from within or while interacting with a third-party evaluation environment, and then gained unauthorized access t…

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Anthropic's Claude breached 3 orgs, uploaded PyPI malware during tests
bleepingcomputer.com · 2026

Anthropic said today that during internal security testing, one of its Claude models built a malicious Python package and uploaded it to PyPI, where it ran on 15 real systems before the registry's automated defenses pulled it.

The company d…

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Anthropic's AI hacked three companies during tests, highlighting growing security risks
reuters.com · 2026

SAN FRANCISCO, July 30 (Reuters) - Anthropic said on Thursday some of its Claude AI models had hacked into the systems of three companies during cybersecurity tests, a disclosure that comes days after rival OpenAI revealed that one of its A…

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Anthropic Says Its A.I. Systems Broke Into Computers at 3 Organizations
nytimes.com · 2026

Several of Anthropic's state-of-the-art artificial intelligence models recently broke into the systems of three outside organizations, the start-up said on Thursday, a surprise revelation nine days after a similar incident at the rival star…

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Anthropic says its own AI models breached three companies during security tests
techcrunch.com · 2026

Anthropic said Thursday that an internal investigation uncovered three incidents in which its AI model Claude breached the systems of three organizations while conducting cybersecurity tests. The investigation, and disclosure, comes more th…

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Anthropic Says Claude Hacked Into 3 Organizations During Cybersecurity Tests
wired.com · 2026

Anthropic disclosed on Thursday that its AI models gained unauthorized access to the systems of three different unnamed organizations during cybersecurity testing. The company says Claude reached the internet "from within or while interacti…

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Anthropic Finds Claude Breached Real Companies During Security Evaluations
securityaffairs.com · 2026

Anthropic disclosed that Claude models had accessed the real production infrastructure of three separate organizations during cybersecurity evaluations that were supposed to run in isolated, fictional environments. The company found the inc…

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Anthropic says its AI models hacked 3 organizations during testing
apnews.com · 2026

Anthropic said its artificial intelligence models hacked into three other organizations during testing, just days after ChatGPT maker OpenAI raised concerns over AI controls after it disclosed its rogue models hacked another company.

Anthro…

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Anthropic says it found 3 cases where AI programs hacked into real companies
npr.org · 2026

The AI company Anthropic says it has found three cases where its artificial intelligence programs left testing environments, accessed the internet and hacked into real companies. This comes after competitor, OpenAI, reported a similar incid…

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Anthropic says its Claude models escaped a testing environment and hacked three real companies
fortune.com · 2026

Anthropic has said that its Claude models broke out of what was supposed to be an isolated testing environment and gained unauthorized access to the systems of three real organizations. If that sounds familiar, it's because it's the second …

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Anthropic’s Claude AI Broke Into Three Companies During Security Tests
forbes.com · 2026

Anthropic disclosed Thursday that three of its Claude models gained unauthorized access to the production systems of three organizations during cybersecurity testing --- not test servers or staging copies, but the live machines those compan…

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Anthropic says its models went rogue and hacked 3 companies during testing
businessinsider.com · 2026

Anthropic says it found multiple cases of Claude models gaining unauthorized access to other organizations' systems, the latest AI hacking incident to prompt concern and skepticism.

In a blog post on Thursday, Anthropic said it proactively …

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What the latest rogue AI incidents should teach us
transformernews.ai · 2026

This week yet more examples of AI models carrying out unintended and unwanted hacks on the open internet were revealed.

On Tuesday, the UK's AI Security Institute (AISI) said that during recent testing of Anthropic's Mythos 5 and OpenAI's G…

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AI models are breaking out of their cages. Their creators are scrambling.
washingtonpost.com · 2026

SAN FRANCISCO --- Staff members at ChatGPT maker OpenAI didn't notice for weeks after their AI systems made a chilling leap this spring.

Instead of answering questions designed to test their cybersecurity capabilities, a group of AI models…

Variants

A "variant" is an AI incident similar to a known case—it has the same causes, harms, and AI system. Instead of listing it separately, we group it under the first reported incident. Unlike other incidents, variants do not need to have been reported outside the AIID. Learn more from the research paper.
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