Landscape Overview: As AI models advance, built-in guardrails are increasingly hindering legitimate defensive tasks. This 'safety penalty' creates an operational hurdle for security teams, as seen in recent incidents where AI models refused to process forensic data during breaches.
Infrastructural Impact: Security teams must reclaim operational sovereignty by auditing AI refusal rates and exploring alternative architectures, such as private infrastructure or hybrid fallback systems, to maintain defensive capabilities.