AI Security: Defenders, Attackers, and the Guardrail Paradox

A week after the Hugging Face incident crystallized the guardrail asymmetry problem — frontier models refusing to help defenders analyze attack artifacts — three new data points sharpen the picture. First, the numbers. A University of Oslo and Norwegian Defence Research team tested an agentic LLM workflow for SOC aler…