diff --git a/prospector/rules/rules.py b/prospector/rules/rules.py
index 0c083e31c..56977d574 100644
--- a/prospector/rules/rules.py
+++ b/prospector/rules/rules.py
@@ -412,30 +412,6 @@ def apply(self, candidate: Commit, advisory_record: AdvisoryRecord):
         return False
 
 
-class CommitIsSecurityRelevant(Rule):
-    """Matches commits that are deemed security relevant by the commit classification service."""
-
-    def apply(
-        self,
-        candidate: Commit,
-    ) -> bool:
-        # temperature saved in LLMService's model
-        temperature = self.llm_service.model._identifying_params.get("temperature")
-        data = {
-            "temperature": temperature,
-            "diff": "\n".join(candidate.diff),
-        }
-
-        response = requests.get("http://127.0.0.1:8001/predict", json=data)
-
-        prediction = response.json()["prediction"]
-        if prediction == "1":
-            self.message = "The commit was deemed security relevant by the commit classification service."
-            return True
-        else:
-            return False
-
-
 RULES_PHASE_1: List[Rule] = [
     VulnIdInMessage("VULN_ID_IN_MESSAGE", 64),
     # CommitMentionedInAdv("COMMIT_IN_ADVISORY", 64),
@@ -456,6 +432,4 @@ def apply(
     CommitHasTwins("COMMIT_HAS_TWINS", 2),
 ]
 
-RULES_PHASE_2: List[Rule] = [
-    CommitIsSecurityRelevant("COMMIT_IS_SECURITY_RELEVANT", 32)
-]
+RULES_PHASE_2: List[Rule] = []