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breach watch Help Net Security July 21, 2026

Cisco’s open-weight Antares models make vulnerability localization cheaper

AI Summary

A security analyst opens an unfamiliar repository, pulls up a vulnerability advisory, and starts hunting for the file where the weakness lives. The naming conventions belong to someone else. Evidence sits in scattered corners of a codebase that runs to thousands of files.

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