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deep tech AI coding token costs are on track to rival human payroll | InfoWorld July 22, 2026

Cisco’s new AI model tells code reviewers where to look for vulnerabilities

Cisco’s new AI model tells code reviewers where to look for vulnerabilities
AI Summary

Cisco has revealed a family of open-weight AI models called Antares that, it said, can help security teams isolate potentially vulnerable parts of a software repository before deeper investigation begins. Rather than detecting a specific CVE or generating a patch, these models search a codebase using only a Common Weakness Enumeration (CWE) description and return the files most likely to contain that class of vulnerability. “Its purpose is to reduce a large codebase to a focused set of files tha

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