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XINT.IO BLOG
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System, Not Model: Why Off-the-Shelf LLMs Don’t Replace a Pen Test
What do buyers actually purchase when they pay for a vulnerability discovery platform, and why is the model the cheapest input in the bill?
Apr 27, 2026
Vulnerability Research
AI for Security