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Cheap Inference Is Multiplying AI Agent Attack Surface Exponentially

NVIDIA's 350x cheaper inference and DeepSeek's free frontier models are flooding enterprises with autonomous agents—but OpenClaw's 220K exposed instances prove agent security architecture hasn't matured. Cheaper inference is a force multiplier for both capability and catastrophe.

securityagentsopenclawinferencerisk1 min readMar 18, 2026
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