diff --git a/tutorials/interp_10B_swap.ipynb b/tutorials/interp_10B_swap.ipynb
index 0046f8ad..b366d5eb 100644
--- a/tutorials/interp_10B_swap.ipynb
+++ b/tutorials/interp_10B_swap.ipynb
@@ -5,7 +5,7 @@
    "id": "343914f4",
    "metadata": {},
    "source": [
-    "## Interpretation 10B: swap"
+    "# Interpretability 10B: swap"
    ]
   },
   {