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    <title>Open-Source AI in Cybersecurity: Massive Leverage, Real Job Disruption, and What to Do Next</title>
    <link>https://blog.7x.network/blog/open-source-ai-in-cybersecurity-and-the-job-shift</link>
    <description>Open-source AI in cybersecurity is accelerating both offense and defense. Small teams now have capabilities that previously required large budgets, while companies simultaneously rethink security headcount and role design.
This post breaks down the opportunity, the disruption risk, and the practical adaptation strategy for engineers and security professionals who want to stay ahead.</description>
    <pubDate>Wed, 04 Mar 2026 00:00:00 GMT</pubDate>
    <author>address@yoursite.com (Mike Camara)</author>
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