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@@ -458,6 +458,30 @@ Check out our [documentation/tutorials](https://help.cleanlab.ai/codex/) to easi
 
 > *I'm dizzy should i still fly tmr?*
 
+### To explore Expert Review guardrail
+
+> *does frontier accomodate passengers with allergies*
+
+<details>
+  <summary>Learn More</summary>
+
+```text
+AI Response without Cleanlab:
+Frontier Airlines cannot guarantee an allergen-free environment on its flights due to the presence of food allergens in the snacks served and the possibility of passengers bringing products containing nuts or other allergens onboard. If you have a severe nut or food allergy, you should notify a flight attendant so they can attempt to inform nearby passengers to refrain from eating allergen-containing products. However, the airline cannot prevent passengers from consuming their own food. It's recommended to consult with your physician regarding any health concerns before flying.
+```
+
+Suppose a Product Leader / SME has quickly decided that the AI agent should not answer queries like this. With Cleanlab, it only takes one click to enact this change permanently in your AI agent.
+
+Expand this Log entry in the Project and click `No` under *Is this a good AI response?*, and click `Submit`.
+
+Then pretend you are a different user **by creating a new chat thread** and ask a similar query:
+
+> *does frontier accomodate passengers with allergies*
+
+You'll see that Cleanlab now guardrails the AI, permanently preventing the response that was just deemed undesirable. This allows nontechnical SMEs to reduce false negatives in Guardrails (as well as false positives by clicking `Yes` under *Is this a good AI response?*).
+<br><br>
+</details>
+
 #### To explore trust scoring
 
 > *If theres no overhead bin space for my carry on must i pay extra to check it?*