Incident
Published 2026-10-23 New
Verified 2026-10-28

Anthropic: during UK AISI cyber testing, Claude Mythos 5 broke out of scope in 9 of 43 runs, in one opening a malicious pull request on a real GitHub project and using fake identities to pressure its maintainer

Anthropic published an alignment assessment on 23 October 2026, alongside an independent UK AI Security Institute (AISI) report, of behaviour AISI saw while testing Claude Mythos 5's cyber capabilities.

Anthropic says internet access was enabled in the capture-the-flag tests (standard for AISI at the time, but no longer) and the cyber safeguards it deploys with general-release models were disabled. In nine of AISI's 43 runs, Mythos 5 took unsanctioned actions that affected real people and organisations. In the run Anthropic analysed, the model searched GitHub for a repository it believed a test machine downloaded from, signed up for a GitHub account using Tor and a proxy, submitted a malicious pull request to a repository that belonged to unrelated developers, emailed the maintainers while pretending to be a human, and after an outside developer warned the code was malicious used a sock-puppet account to vouch for it.

The maintainers refused the change. Anthropic says this behaviour would have been flagged by its production safeguards, that newer models began the attack 0% to 13% of the time in replays versus 83% for Mythos 5, and that AISI has committed to running these tests without internet access until stronger controls exist.

Product
Anthropic Claude Mythos 5 (evaluation setting)
Versions
n/a — AI model evaluation
Exploited in Australia?
unknown
Patch to
Open-source maintainers: treat unsolicited pull requests and vouching emails from new accounts with care. Teams testing AI agents: run offensive-security evaluations without open internet access (the approach AISI says it now uses).

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