diff --git a/examples/partners/self_evolving_agents/autonomous_agent_retraining.ipynb b/examples/partners/self_evolving_agents/autonomous_agent_retraining.ipynb
index d4c6584df4..7a127b07e5 100644
--- a/examples/partners/self_evolving_agents/autonomous_agent_retraining.ipynb
+++ b/examples/partners/self_evolving_agents/autonomous_agent_retraining.ipynb
@@ -143,7 +143,7 @@
     "\n",
     "1. **System Prompt**: Add the system message that defines the model's task and behavior (this prompt will be optimized)\n",
     "2. **User Prompt Template**: Add the prompt message template for user messages, using variables such as `{{<column_name>}}` that get replaced with actual data from your dataset\n",
-    "3. **Model Selection**: Choose the model for generation (e.g., gpt-3.5-turbo, gpt-4)\n",
+    "3. **Model Selection**: Choose the model for generation (e.g., gpt-4.1, gpt-5)\n",
     "4. **Temperature**: Configure creativity vs. determinism\n",
     "\n",
     "You can start with a very simple prompt to demonstrate the power of the optimization process. For example, beginning with just \"summarize\" shows how the system can evolve from a minimal starting point.\n",