Reasoning-effort tradeoffs

Higher reasoning settings produced blocked responses in Talos's 66-combination model test

Cisco Talos ran 66 model and reasoning pairings through security operations work and found refusals arriving where extra compute was supposed to help. That puts the guardrail layer inside the SOC's own test plan.