AI security research / articles
Analysis across cases.
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Credentials, cloud tokens, identity records, payment data and production access recur across the 2026 cases. The useful question is not whether AI was involved, but what actually crossed the boundary.
Anthropic's September threat report describes three campaigns where agents handled parallel reconnaissance, exploitation, malware adaptation and data collection. The underlying exploits are familiar; the operating model is changing.
OpenAI, Anthropic, AISI and Google/Irregular exposed different paths from an evaluation objective to real systems. Together they make one old assumption difficult to keep: the sandbox is only one part of the boundary.
A wiki edit, a malicious pull request and a package upload are different actions, but all turn the public internet into persistent state outside the intended task.
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