diff --git a/admin-lehrer/app/(admin)/ai/ocr-pipeline/page.tsx b/admin-lehrer/app/(admin)/ai/ocr-pipeline/page.tsx
index d7edf5a..7383107 100644
--- a/admin-lehrer/app/(admin)/ai/ocr-pipeline/page.tsx
+++ b/admin-lehrer/app/(admin)/ai/ocr-pipeline/page.tsx
@@ -155,7 +155,7 @@ export default function OcrPipelinePage() {
     3: 'Spalten',
     4: 'Zeilen',
     5: 'Woerter',
-    6: 'LLM-Korrektur',
+    6: 'Korrektur',
     7: 'Rekonstruktion',
     8: 'Validierung',
   }
diff --git a/admin-lehrer/app/(admin)/ai/ocr-pipeline/types.ts b/admin-lehrer/app/(admin)/ai/ocr-pipeline/types.ts
index abe59f2..bbb3be0 100644
--- a/admin-lehrer/app/(admin)/ai/ocr-pipeline/types.ts
+++ b/admin-lehrer/app/(admin)/ai/ocr-pipeline/types.ts
@@ -220,7 +220,7 @@ export const PIPELINE_STEPS: PipelineStep[] = [
   { id: 'columns', name: 'Spalten', icon: '📊', status: 'pending' },
   { id: 'rows', name: 'Zeilen', icon: '📏', status: 'pending' },
   { id: 'words', name: 'Woerter', icon: '🔤', status: 'pending' },
-  { id: 'llm-review', name: 'LLM-Korrektur', icon: '🤖', status: 'pending' },
+  { id: 'llm-review', name: 'Korrektur', icon: '✏️', status: 'pending' },
   { id: 'reconstruction', name: 'Rekonstruktion', icon: '🏗️', status: 'pending' },
   { id: 'ground-truth', name: 'Validierung', icon: '✅', status: 'pending' },
 ]