diff --git a/docs/backend/documented_AITBC_Enhanced_Services__8010-8016__Implementation.md b/docs/backend/documented_AITBC_Enhanced_Services__8010-8016__Implementation.md
index c9dc469e..d91e1d21 100644
--- a/docs/backend/documented_AITBC_Enhanced_Services__8010-8016__Implementation.md
+++ b/docs/backend/documented_AITBC_Enhanced_Services__8010-8016__Implementation.md
@@ -47,7 +47,7 @@ This document provides comprehensive technical documentation for aitbc enhanced
 /etc/systemd/system/aitbc-multimodal-gpu.service      # Port 8010
 /etc/systemd/system/aitbc-multimodal.service           # Port 8011
 /etc/systemd/system/aitbc-modality-optimization.service # Port 8012
-/etc/systemd/system/aitbc-adaptive-learning.service     # Port 8013
+/etc/systemd/system/aitbc-learning.service     # Port 8013
 /etc/systemd/system/aitbc-marketplace.service      # Port 8014
 /etc/systemd/system/aitbc-openclaw.service     # Port 8015
 /etc/systemd/system/aitbc-web-ui.service               # Port 8016
@@ -62,7 +62,7 @@ This document provides comprehensive technical documentation for aitbc enhanced
 curl -s http://localhost:8010/health  ✅ {"status":"ok","service":"gpu-multimodal","port":8010}
 curl -s http://localhost:8011/health  ✅ {"status":"ok","service":"gpu-multimodal","port":8011}
 curl -s http://localhost:8012/health  ✅ {"status":"ok","service":"modality-optimization","port":8012}
-curl -s http://localhost:8013/health  ✅ {"status":"ok","service":"adaptive-learning","port":8013}
+curl -s http://localhost:8013/health  ✅ {"status":"ok","service":"learning","port":8013}
 curl -s http://localhost:8016/health  ✅ {"status":"ok","service":"web-ui","port":8016}
 ```
 
@@ -156,7 +156,7 @@ sudo netstat -tlnp | grep -E ":(8010|8011|8012|8013|8014|8015|8016)"
 ```json
 {
   "status": "ok",
-  "service": "adaptive-learning",
+  "service": "learning",
   "port": 8013,
   "learning_active": true,
   "learning_mode": "online",
diff --git a/docs/beginner/01_getting_started/ENHANCED_SERVICES_IMPLEMENTATION_GUIDE.md b/docs/beginner/01_getting_started/ENHANCED_SERVICES_IMPLEMENTATION_GUIDE.md
index 9ad7b077..191dac07 100644
--- a/docs/beginner/01_getting_started/ENHANCED_SERVICES_IMPLEMENTATION_GUIDE.md
+++ b/docs/beginner/01_getting_started/ENHANCED_SERVICES_IMPLEMENTATION_GUIDE.md
@@ -283,10 +283,10 @@ sudo fuser -k 8010/tcp
 free -h
 
 # Monitor service memory
-systemctl status aitbc-adaptive-learning.service --no-pager
+systemctl status aitbc-learning.service --no-pager
 
 # Adjust memory limits
-systemctl edit aitbc-adaptive-learning.service
+systemctl edit aitbc-learning.service
 ```
 
 ### Performance Optimization
diff --git a/setup.sh b/setup.sh
index 2a74a0f5..9cf849ba 100755
--- a/setup.sh
+++ b/setup.sh
@@ -167,8 +167,8 @@ install_services() {
         "aitbc-multimodal-gpu.service"
         "aitbc-marketplace.service"
         "aitbc-openclaw.service"
-        "aitbc-advanced-ai.service"
-        "aitbc-adaptive-learning.service"
+        "aitbc-ai.service"
+        "aitbc-learning.service"
     )
     
     for service in "${services[@]}"; do
@@ -244,12 +244,12 @@ start_services() {
     log "Starting AITBC services..."
     
     # Try systemd first
-    if systemctl start aitbc-wallet aitbc-coordinator-api aitbc-exchange-api aitbc-blockchain-node aitbc-blockchain-rpc aitbc-multimodal-gpu aitbc-marketplace aitbc-openclaw aitbc-advanced-ai aitbc-adaptive-learning 2>/dev/null; then
+    if systemctl start aitbc-wallet aitbc-coordinator-api aitbc-exchange-api aitbc-blockchain-node aitbc-blockchain-rpc aitbc-multimodal-gpu aitbc-marketplace aitbc-openclaw aitbc-ai aitbc-learning 2>/dev/null; then
         log "Services started via systemd"
         sleep 5
         
         # Check if services are running
-        if systemctl is-active --quiet aitbc-wallet aitbc-coordinator-api aitbc-exchange-api aitbc-blockchain-node aitbc-blockchain-rpc aitbc-multimodal-gpu aitbc-marketplace aitbc-openclaw aitbc-advanced-ai aitbc-adaptive-learning; then
+        if systemctl is-active --quiet aitbc-wallet aitbc-coordinator-api aitbc-exchange-api aitbc-blockchain-node aitbc-blockchain-rpc aitbc-multimodal-gpu aitbc-marketplace aitbc-openclaw aitbc-ai aitbc-learning; then
             success "Services started successfully via systemd"
         else
             warning "Some systemd services failed, falling back to manual startup"
@@ -280,8 +280,8 @@ setup_autostart() {
     systemctl enable aitbc-multimodal-gpu.service
     systemctl enable aitbc-marketplace.service
     systemctl enable aitbc-openclaw.service
-    systemctl enable aitbc-advanced-ai.service
-    systemctl enable aitbc-adaptive-learning.service
+    systemctl enable aitbc-ai.service
+    systemctl enable aitbc-learning.service
     
     success "Auto-start configured"
 }
diff --git a/systemd/aitbc-advanced-ai.service b/systemd/aitbc-ai.service
similarity index 100%
rename from systemd/aitbc-advanced-ai.service
rename to systemd/aitbc-ai.service
diff --git a/systemd/aitbc-adaptive-learning.service b/systemd/aitbc-learning.service
similarity index 100%
rename from systemd/aitbc-adaptive-learning.service
rename to systemd/aitbc-learning.service
diff --git a/systemd/aitbc-adaptive-learning.service.d/10-central-env.conf b/systemd/aitbc-learning.service.d/10-central-env.conf
similarity index 100%
rename from systemd/aitbc-adaptive-learning.service.d/10-central-env.conf
rename to systemd/aitbc-learning.service.d/10-central-env.conf