--- title: "AI security is repeating endpoint security’s biggest mistake" url: https://daily.dev/posts/ai-security-is-repeating-endpoint-security-s-biggest-mistake-fndfi10uv source_url: https://www.csoonline.com/article/4168991/ai-security-is-repeating-endpoint-securitys-biggest-mistake.html type: article source: "CSO Online" published: 2026-05-11T10:04:54.570Z updated: 2026-05-11T10:05:38.064Z tags: ["security", "ai-agents", "ai-security"] reading_time: 7 upvotes: 0 comments: 0 language: 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. # AI security is repeating endpoint security’s biggest mistake **[CSO Online](https://daily.dev/sources/csoonline)** · 7 min read · 0 upvotes · 0 comments ## Summary AI security is making the same mistake early endpoint security made: focusing on posture checks (model inventories, access controls, input filters) while neglecting behavioral detection. Just as the EDR era revealed that static controls couldn't keep up with a dynamic attack surface, AI systems — especially autonomous agents and RAG pipelines — require behavioral monitoring of action sequences, data access patterns, and tool invocations. The recommended path forward is to maintain posture work as a baseline, start logging AI behavioral telemetry now, prioritize high-agency surfaces, think in action sequences rather than single events, and integrate AI behavioral signals into SOC workflows. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [AI-Driven Offensive Security: The Current Landscape and What It Means for Defense](https://daily.dev/posts/ai-driven-offensive-security-the-current-landscape-and-what-it-means-for-defense-sdcrrzjka) · Security Boulevard · 1 upvotes · 0 comments - [Runtime: The new frontier of AI agent security](https://daily.dev/posts/runtime-the-new-frontier-of-ai-agent-security-3ql0bgs0k) · CSO Online · 0 upvotes · 0 comments - [Cybersecurity was built for predictable systems. AI changes the rules](https://daily.dev/posts/cybersecurity-was-built-for-predictable-systems-ai-changes-the-rules-lwdxukieh) · CSO Online · 0 upvotes · 0 comments - [AI Threat Detection: A Complete Guide to Modern Security](https://daily.dev/posts/ai-threat-detection-a-complete-guide-to-modern-security-k9xqruusr) · Orca Security Blog · 0 upvotes · 0 comments - [Redefining Security for the Agentic Era](https://daily.dev/posts/redefining-security-for-the-agentic-era-hvpblwcfj) · Cisco · 0 upvotes · 0 comments --- Tags: [#security](https://daily.dev/tags/security), [#ai-agents](https://daily.dev/tags/ai-agents), [#ai-security](https://daily.dev/tags/ai-security) [View this post on daily.dev](https://daily.dev/posts/ai-security-is-repeating-endpoint-security-s-biggest-mistake-fndfi10uv)