Index: chapterx-frontend/src/components/writer/AISuggestionPanel.tsx
===================================================================
--- chapterx-frontend/src/components/writer/AISuggestionPanel.tsx	(revision b62cefc14094ca5ac7154f7d48797a1e6c444935)
+++ chapterx-frontend/src/components/writer/AISuggestionPanel.tsx	(revision a6e33d1f34c0dbbfff38bfb2c73eea32abfe7cff)
@@ -100,5 +100,5 @@
 }
 
-export const AISuggestionPanel: React.FC<AISuggestionPanelProps> = ({ chapterId, storyId }) => {
+export const AISuggestionPanel: React.FC<AISuggestionPanelProps> = ({ chapterId }) => {
   const { aiSuggestions, acceptSuggestion, rejectSuggestion, fetchSuggestions } = useStoryStore()
   const { addToast } = useUIStore()
@@ -108,11 +108,9 @@
   useEffect(() => {
     setLoading(true)
-    fetchSuggestions().finally(() => setLoading(false))
+    fetchSuggestions(chapterId).finally(() => setLoading(false))
   }, [chapterId])
 
-  // Filter by storyId if available (backend), else fall back to chapterId (mock)
-  const chapterSuggestions = aiSuggestions.filter(s =>
-    storyId ? (s as any).story_id === storyId : s.chapter_id === chapterId
-  )
+  // Backend already scopes results to this chapter via NEED_APPROVAL
+  const chapterSuggestions = aiSuggestions
   const pending = chapterSuggestions.filter(s => s.accepted === null)
   const accepted = chapterSuggestions.filter(s => s.accepted === true)