OpenSec: Measuring Incident Response Agent Calibration Under Adversarial Evidence

Jarrod Barnes

As large language models (LLMs) improve, so do their offensive applications: frontier agents now generate working exploits for under $50 in compute (Heelan, 2026). Defensive incide…