diff --git a/week6/community-contributions/bharat_puri/fine_tuned_simulation.ipynb b/week6/community-contributions/bharat_puri/fine_tuned_simulation.ipynb
index 6650f50..3770d6f 100644
--- a/week6/community-contributions/bharat_puri/fine_tuned_simulation.ipynb
+++ b/week6/community-contributions/bharat_puri/fine_tuned_simulation.ipynb
@@ -5,7 +5,7 @@
    "id": "db8736a7-ed94-441c-9556-831fa57b5a10",
    "metadata": {},
    "source": [
-    "# The Product Pricer Fine-Tuning a Frontier Model (GPT-4 mini)\n",
+    "# The Product Pricer Fine-Tuning a Frontier Model - Similation (GPT-4 mini)\n",
     "\n",
     "Submitted By: Bharat Puri\n",
     "\n",