diff --git a/examples/Using_logprobs.ipynb b/examples/Using_logprobs.ipynb
index d112703d..b0b53c30 100644
--- a/examples/Using_logprobs.ipynb
+++ b/examples/Using_logprobs.ipynb
@@ -27,6 +27,11 @@
     "\n",
     "3. Autocomplete\n",
     "*  `logprobs` could help us decide how to suggest words as a user is typing."
+    "\n",
+    "4. Token highlighting and outputting bytes\n",
+    "*  `logprobs` allows users to easily create a highlighter/tokenizer. Additionally, the bytes parameter includes the ASCII encoding of each output character, which is particularly useful for reproducing emojis and special characters."
+
+
    ]
   },
   {