diff --git a/content/learning-paths/embedded-and-microcontrollers/_index.md b/content/learning-paths/embedded-and-microcontrollers/_index.md
index 2e43861441..bf67579ea7 100644
--- a/content/learning-paths/embedded-and-microcontrollers/_index.md
+++ b/content/learning-paths/embedded-and-microcontrollers/_index.md
@@ -11,7 +11,7 @@ maintopic: true
 operatingsystems_filter:
 - Android: 1
 - Baremetal: 29
-- Linux: 27
+- Linux: 28
 - macOS: 6
 - RTOS: 9
 - Windows: 4
@@ -20,7 +20,7 @@ subjects_filter:
 - Containers and Virtualization: 6
 - Embedded Linux: 4
 - Libraries: 3
-- ML: 12
+- ML: 13
 - Performance and Architecture: 21
 - RTOS Fundamentals: 4
 - Security: 2
@@ -28,6 +28,7 @@ subjects_filter:
 subtitle: Learn best practices for microcontroller development
 title: Embedded and Microcontrollers
 tools_software_languages_filter:
+- AI: 1
 - Arduino: 1
 - Arm Compiler for Embedded: 7
 - Arm Compiler for Linux: 1
@@ -60,6 +61,7 @@ tools_software_languages_filter:
 - GitHub: 3
 - GitLab: 1
 - Himax SDK: 1
+- IoT: 1
 - IP Explorer: 4
 - Jupyter Notebook: 1
 - K3s: 1
@@ -67,6 +69,7 @@ tools_software_languages_filter:
 - Keil MDK: 3
 - Kubernetes: 1
 - LLM: 2
+- MCP: 1
 - MDK: 1
 - MPS3: 1
 - MXNet: 1
@@ -74,7 +77,7 @@ tools_software_languages_filter:
 - NumPy: 1
 - Paddle: 1
 - Porcupine: 1
-- Python: 5
+- Python: 6
 - PyTorch: 2
 - QEMU: 1
 - Raspberry Pi: 5
diff --git a/content/learning-paths/iot/_index.md b/content/learning-paths/iot/_index.md
index 001ca38f09..bf5ad029cd 100644
--- a/content/learning-paths/iot/_index.md
+++ b/content/learning-paths/iot/_index.md
@@ -12,15 +12,16 @@ subjects_filter:
 - CI-CD: 4
 - Containers and Virtualization: 2
 - Embedded Linux: 2
-- ML: 1
-- Performance and Architecture: 1
+- ML: 2
+- Performance and Architecture: 2
 operatingsystems_filter:
 - Baremetal: 4
-- Linux: 7
+- Linux: 8
 - macOS: 2
 - RTOS: 2
 - Windows: 2
 tools_software_languages_filter:
+- AI: 1
 - Arm Compiler for Embedded: 1
 - Arm Virtual Hardware: 6
 - AWS IoT Greengrass: 1
@@ -31,7 +32,10 @@ tools_software_languages_filter:
 - Docker: 2
 - Fixed Virtual Platform: 1
 - GitHub: 3
+- IoT: 1
 - Matter: 1
+- MCP: 1
+- Python: 2
 - Raspberry Pi: 2
 - Remote.It: 1
 - VS Code: 1
diff --git a/content/learning-paths/iot/azure-iot/_index.md b/content/learning-paths/iot/azure-iot/_index.md
index eae08eb1a7..77e137d122 100644
--- a/content/learning-paths/iot/azure-iot/_index.md
+++ b/content/learning-paths/iot/azure-iot/_index.md
@@ -22,10 +22,9 @@ author: Dawid Borycki
 
 ### Tags
 skilllevels: Advanced
-subjects: Internet of Things
+subjects: Performance and Architecture
 armips:
     - Cortex-A
-    - Neoverse
 operatingsystems:
     - Windows
     - Linux
diff --git a/content/learning-paths/laptops-and-desktops/_index.md b/content/learning-paths/laptops-and-desktops/_index.md
index 07f846a33c..d061cdb95b 100644
--- a/content/learning-paths/laptops-and-desktops/_index.md
+++ b/content/learning-paths/laptops-and-desktops/_index.md
@@ -34,8 +34,8 @@ tools_software_languages_filter:
 - C/C++: 4
 - CCA: 1
 - Clang: 11
-- CMake: 2
 - cmake: 1
+- CMake: 2
 - Coding: 16
 - CSS: 1
 - Daytona: 1
diff --git a/content/learning-paths/mobile-graphics-and-gaming/_index.md b/content/learning-paths/mobile-graphics-and-gaming/_index.md
index 2b67baad4c..2047161d94 100644
--- a/content/learning-paths/mobile-graphics-and-gaming/_index.md
+++ b/content/learning-paths/mobile-graphics-and-gaming/_index.md
@@ -9,15 +9,15 @@ key_ip:
 - Mali
 maintopic: true
 operatingsystems_filter:
-- Android: 29
-- Linux: 26
+- Android: 30
+- Linux: 27
 - macOS: 12
 - Windows: 11
 subjects_filter:
 - Gaming: 6
 - Graphics: 6
 - ML: 10
-- Performance and Architecture: 29
+- Performance and Architecture: 30
 subtitle: Optimize Android apps and build faster games using cutting-edge Arm tech
 title: Mobile, Graphics, and Gaming
 tools_software_languages_filter:
@@ -34,7 +34,7 @@ tools_software_languages_filter:
 - Bazel: 1
 - C: 1
 - C#: 3
-- C++: 7
+- C++: 8
 - C/C++: 1
 - CCA: 1
 - Clang: 10
@@ -60,7 +60,7 @@ tools_software_languages_filter:
 - NEON: 1
 - ONNX Runtime: 1
 - OpenGL ES: 1
-- Python: 3
+- Python: 4
 - PyTorch: 1
 - QEMU: 1
 - RME: 1
diff --git a/content/learning-paths/servers-and-cloud-computing/_index.md b/content/learning-paths/servers-and-cloud-computing/_index.md
index f6901fe010..1ba6abdd1f 100644
--- a/content/learning-paths/servers-and-cloud-computing/_index.md
+++ b/content/learning-paths/servers-and-cloud-computing/_index.md
@@ -8,7 +8,7 @@ key_ip:
 maintopic: true
 operatingsystems_filter:
 - Android: 2
-- Linux: 141
+- Linux: 143
 - macOS: 10
 - Windows: 14
 pinned_modules:
@@ -21,9 +21,9 @@ subjects_filter:
 - CI-CD: 5
 - Containers and Virtualization: 27
 - Databases: 15
-- Libraries: 8
-- ML: 28
-- Performance and Architecture: 51
+- Libraries: 9
+- ML: 27
+- Performance and Architecture: 53
 - Storage: 1
 - Web: 10
 subtitle: Optimize cloud native apps on Arm for performance and cost
@@ -33,7 +33,7 @@ tools_software_languages_filter:
 - .NET SDK: 1
 - 5G: 1
 - ACL: 1
-- AI: 2
+- AI: 1
 - Android Studio: 1
 - Ansible: 2
 - Arm Compiler for Linux: 1
@@ -52,7 +52,7 @@ tools_software_languages_filter:
 - AWS Elastic Kubernetes Service (EKS): 3
 - AWS Graviton: 1
 - Bash: 1
-- bash: 1
+- bash: 2
 - Bastion: 3
 - BOLT: 1
 - bpftool: 1
@@ -88,7 +88,7 @@ tools_software_languages_filter:
 - GitHub: 6
 - GitLab: 1
 - Glibc: 1
-- Go: 2
+- Go: 3
 - Google Axion: 3
 - Google Benchmark: 1
 - Google Cloud: 1
@@ -97,7 +97,6 @@ tools_software_languages_filter:
 - Herd7: 1
 - InnoDB: 1
 - Intrinsics: 1
-- IoT: 1
 - Java: 3
 - JAX: 1
 - Kafka: 1
@@ -111,7 +110,6 @@ tools_software_languages_filter:
 - llvm-mca: 1
 - LSE: 1
 - MariaDB: 1
-- MCP: 1
 - Memcached: 2
 - MLPerf: 1
 - ModelScope: 1
@@ -119,7 +117,7 @@ tools_software_languages_filter:
 - mpi: 1
 - MySQL: 9
 - Neon: 3
-- NEON: 1
+- NEON: 2
 - Nexmark: 1
 - Nginx: 3
 - Node.js: 3
@@ -128,14 +126,15 @@ tools_software_languages_filter:
 - OpenBLAS: 1
 - PAPI: 1
 - perf: 4
+- Perf: 1
 - PostgreSQL: 4
-- Python: 28
+- Python: 27
 - PyTorch: 9
 - RAG: 1
 - Redis: 3
 - Remote.It: 2
-- RME: 4
-- Runbook: 66
+- RME: 6
+- Runbook: 68
 - Rust: 2
 - snappy: 1
 - Snort3: 1
@@ -143,7 +142,7 @@ tools_software_languages_filter:
 - Streamline CLI: 1
 - Streamlit: 2
 - Supervisor: 1
-- SVE: 3
+- SVE: 4
 - SVE2: 1
 - Sysbench: 1
 - Telemetry: 1