--- title: When AI safety constrains defenders more than attackers description: AI safety guardrails designed to prevent misuse are creating an asymmetry that disadvantages security defenders more than attackers. Enterprise AI systems... canonical: https://daily.dev/posts/when-ai-safety-constrains-defenders-more-than-attackers-n5jrhk0br twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: When AI safety constrains defenders more than attackers | daily.dev og:description: AI safety guardrails designed to prevent misuse are creating an asymmetry that disadvantages security defenders more than attackers. Enterprise AI systems... og:url: https://daily.dev/posts/when-ai-safety-constrains-defenders-more-than-attackers-n5jrhk0br og:image: https://api.daily.dev/og/posts/n5JRhK0bR.png og:image:alt: When AI safety constrains defenders more than attackers og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # When AI safety constrains defenders more than attackers **[CSO Online](https://daily.dev/sources/csoonline)** · 8 min read · 1 upvotes · 0 comments ## Summary AI safety guardrails designed to prevent misuse are creating an asymmetry that disadvantages security defenders more than attackers. Enterprise AI systems routinely block legitimate security work like phishing simulations, red teaming, and penetration testing, while threat actors freely use jailbroken models, open-source alternatives, and underground tools like WormGPT variants. Research shows multi-turn prompt attacks bypass guardrails at 60-92% success rates, and AI-generated phishing outperforms human-crafted attacks. The piece argues for authorization-based safety models that verify legitimate security use rather than relying solely on content filtering, pointing to OpenAI's 'trusted access program' as a step in the right direction. The core argument: when AI guardrails widen the offense-defense gap, they undermine security regardless of intent. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [When the Guardrails Held and the Attack Still Worked](https://daily.dev/posts/when-the-guardrails-held-and-the-attack-still-worked-rx98mtxbk) · Security Boulevard · 2 upvotes · 0 comments - [AI Governance Can't Wait](https://daily.dev/posts/ai-governance-can-t-wait-nm7ms1c4f) · Dark Reading · 0 upvotes · 0 comments - [AI security needs a shift from models to systems, researchers argue](https://daily.dev/posts/ai-security-needs-a-shift-from-models-to-systems-researchers-argue-wp2vr3azw) · CSO Online · 0 upvotes · 0 comments - [An LLM that will help you build a nuclear weapon](https://daily.dev/posts/an-llm-that-will-help-you-build-a-nuclear-weapon-r1yxtwj5e) · InfoWorld · 0 upvotes · 0 comments --- Tags: [#cyber](https://daily.dev/tags/cyber), [#llm](https://daily.dev/tags/llm), [#phishing](https://daily.dev/tags/phishing), [#ai-safety](https://daily.dev/tags/ai-safety), [#red-teaming](https://daily.dev/tags/red-teaming) [View this post on daily.dev](https://daily.dev/posts/when-ai-safety-constrains-defenders-more-than-attackers-n5jrhk0br) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"When AI safety constrains defenders more than attackers","url":"https://daily.dev/posts/when-ai-safety-constrains-defenders-more-than-attackers-n5jrhk0br","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/when-ai-safety-constrains-defenders-more-than-attackers-n5jrhk0br"},"datePublished":"2026-03-10T07:05:15.217Z","dateModified":"2026-03-10T07:05:52.010Z","description":"AI safety guardrails designed to prevent misuse are creating an asymmetry that disadvantages security defenders more than attackers. 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