The 2026 Threat Hunting Report from CrowdStrike reveals that attackers now target AI systems directly rather than using them as tools. Adversaries are shrinking exploit windows to bypass defenses faster. This shift forces security teams to harden AI infrastructure. Practitioners must prioritize model integrity to prevent adversarial manipulation of live production environments.