Inside Cogent's Three-Agent Architecture for Autonomous Defense | Gang Singh (Co-founder)
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Cogent builds a three-agent autonomous cyber defense system that responds at machine speed to counter the compressed vulnerability exploitation window—now down to minutes—processing billions of events daily with hot/cold context separation and LLM judge validation.
入选理由：漏洞利用平均时间从 2.5 年压缩至分钟级，主要因数字扩张与大模型（如 Opus 47）加速攻击能力。
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