diff --git a/GramAddict/core/behaviors/carousel_browsing.py b/GramAddict/core/behaviors/carousel_browsing.py
index bc9ec68..b346158 100644
--- a/GramAddict/core/behaviors/carousel_browsing.py
+++ b/GramAddict/core/behaviors/carousel_browsing.py
@@ -40,6 +40,9 @@ class CarouselBrowsingPlugin(BehaviorPlugin):
         if not has_carousel_in_view(xml):
             return False
 
+        if ctx.shared_state.get("carousel_browsed"):
+            return False
+
         config = self.get_config(ctx)
         percentage = float(config.get("percentage", getattr(ctx.configs.args, "carousel_percentage", 0)))
         return random.random() < (percentage / 100.0)
@@ -92,6 +95,8 @@ class CarouselBrowsingPlugin(BehaviorPlugin):
                 logger.info(f"📸 [Carousel] End of carousel detected on slide {i+1} (UI stable). Stopping swipe.")
                 break
 
+        ctx.shared_state["carousel_browsed"] = True
+
         return BehaviorResult(
             executed=True, interactions=count, metadata={"slides_viewed": count, "curiosity_slide": curiosity_slide}
         )
diff --git a/GramAddict/core/telepathic_engine.py b/GramAddict/core/telepathic_engine.py
index e35ce52..c0a722a 100644
--- a/GramAddict/core/telepathic_engine.py
+++ b/GramAddict/core/telepathic_engine.py
@@ -249,9 +249,20 @@ class TelepathicEngine:
             if "type" not in intent and "reply" not in intent and "message" not in intent and "search" not in intent:
                 return False
 
-        # 0.5 LIKE BUTTON GUARD: Never pick "Trending" or "Use audio" when trying to like
+        # 0.5 LIKE BUTTON GUARD: Never pick structural traps (audio/trending/share) when trying to like. ZERO-TRUST: NO LOCALIZED STRINGS.
         if "like" in intent:
-            if "trending" in semantic or "use audio" in semantic or "options" in semantic or "share" in semantic or "save audio" in semantic or "audio" in semantic or "add" in semantic:
+            res_id = (node.resource_id or "").lower()
+            if any(forbidden in res_id for forbidden in [
+                "album_art", 
+                "use_in_camera", 
+                "share",
+                "options",
+                "menu",
+                "trending",
+                "audio",
+                "add",
+                "save"
+            ]):
                 return False
 
         # 1. Post Username Guard