Merge pull request #53731 from PhilKang0704/2026_3-Monthly-broken-links-fix-pk-648

2026_3-Monthly-broken-links-fix-pk-648

Author: prmerger-automator[bot]

learn-pr/wwl-sci/design-solutions-microsoft-cybersecurity-cloud-security-benchmark/includes/1-introduction-reference-architecture-benchmark.md

@@ -55,5 +55,5 @@ As organizations adopt AI technologies, cybersecurity architects must address th
 - **Securing AI systems** - Protecting AI models, training data, and AI-powered applications from attacks such as model theft, data poisoning, and prompt injection.
 - **Using AI for security** - Using AI capabilities to enhance threat detection, automate security operations, and improve security posture through tools like Microsoft Security Copilot.
 
-The MCRA includes content on AI security considerations to help you understand how AI affects your security architecture. For comprehensive guidance on securing AI workloads, see [Security for AI](/security/ai/) and [AI security best practices](/security/ai/secure-ai-best-practices).
+The MCRA includes content on AI security considerations to help you understand how AI affects your security architecture. For comprehensive guidance on securing AI workloads, see [Security for AI](/security/security-for-ai/) and [AI security best practices](/azure/security/fundamentals/ai-security-best-practices).
 

learn-pr/wwl-sci/design-solutions-microsoft-cybersecurity-cloud-security-benchmark/includes/5-summary.md

@@ -25,7 +25,7 @@ In this module, you learned how to:
 - [Microsoft Cybersecurity Reference Architectures - Security documentation](/security/adoption/mcra)
 - [Overview of the Microsoft Cloud Security Benchmark](/security/benchmark/azure/overview)
 - [MCSB v2 AI Security Controls](/security/benchmark/azure/mcsb-v2-artificial-intelligence-security)
-- [Security for AI](/security/ai/)
+- [Security for AI](/security/security-for-ai/)
 - [What is Zero Trust?](/security/zero-trust/zero-trust-overview)
 - [Zero Trust adoption framework overview](/security/zero-trust/adopt/zero-trust-adoption-overview)
 - [Rapidly modernize your security posture](/security/zero-trust/adopt/rapidly-modernize-security-posture)

learn-pr/wwl-sci/design-solutions-secure-privileged-access/includes/4-design-solution-secure-tenant-administration.md

@@ -145,4 +145,4 @@ AI services introduce unique privileged access challenges due to their access to
 - **AI agent identities**: Use managed identities with minimal required permissions; avoid shared credentials
 - **Monitoring**: Ensure AI administrative activities flow to Microsoft Sentinel for correlation with other security events
 
-For more information on securing AI workloads, see [Azure AI services security baseline](/security/benchmark/azure/baselines/azure-ai-services-security-baseline).
+For more information on securing AI workloads, see [Azure AI services security baseline](/security/benchmark/azure/baselines/cognitive-services-security-baseline).