搞安全的可以看看VR-1，它专门练过攻防推理，还有配套基准和运行环境。
Cogent AI发布VR-1，一款专为网络安全后训练的推理模型。它配套推出IntrusionBench基准，用于评估智能体完成企业入侵任务的能力。还包括Cogent AI Harness，一个治理型安全智能体运行环境。VR-1能组合并验证企业攻击路径，而非依赖通用编码能力的附带效果。
Cogent AI Team Releases VR-1: A Frontier Cyber Reasoning Model That Composes and Verifies Enterprise Attack Paths
Cogent AI team released Cogent VR-1, a reasoning model post-trained specifically for cybersecurity rather than picking up cyber capability as a side effect of general coding strength. It ships with two companions: IntrusionBench, a benchmark that scores agents on completed enterprise intrusions, and the Cogent AI Harness, a governed runtime for security agents. The launch […] The post Cogent AI Team Releases VR-1: A Frontier Cyber Reasoning Model That Composes and Verifies Enterprise Attack Paths appeared first on MarkTechPost .