aiqbench analysis

This white paper outlines a strategic shift from traditional rule-based security to intelligence-driven defense specifically designed for AI-native environments like LLM operations and agent clusters. By integrating AI inference directly into the firewall's hardware architecture, Huawei aims to address emerging threats such as prompt injection and data leakage that legacy systems cannot effectively mitigate. The release signals a critical evolution in network infrastructure where security mechanisms must evolve at the same pace as the scaling of generative AI workloads.