“Sorry, I can’t help with that”: How your guardrails might become the attacker’s best friend

Poorly designed AI guardrails may be eroding the natural advantage security defenders have over attackers, Cisco Talos says. The firm warns that inflexible safety filters from third-party AI providers can slow down or even halt critical security investigations, giving adversaries more room to operate. To maintain operational sovereignty, the researchers argue that organizations should customize their own guardrails and test models against specific internal workflows rather than relying on generic leaderboard scores.

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