Update 11_wrapup.qmd

Author: xumeiying

11_wrapup.qmd

@@ -112,6 +112,20 @@ LaTeX is actually the markup language that the math in Quarto and this website!
 Zotero is one of many other reference managers out there. Alternatives include Mendeley and EndNote, among others. You should choose whatever option best suits your needs.
 :::
 
+::: callout-warning
+### Consume AI wisely! 
+
+* GPT can help with programming, but you must have [domain knowledge](https://www.youtube.com/shorts/yj73GIEKmLI).
+* Interactions with ChatGPT are not exactly repeatable.
+* GPT can help with expediting search from Google or Stack Overflow for troubleshooting, but it is not always correct.
+* Read GPT’s explanation carefully to make sure it does what you want. It is a tool to help you learn, not to do the work for you!
+* **Try to type out the generated code yourself, do NOT copy and paste**
+* In your problem sets, always acknowledge that you have consulted AI for support.  
+* When errors occur, copy the error messages and paste them into GPT for troubleshooting.
+* You can continue with follow-up instructions to improve the results.
+* In case of a catch-22 situation, use your domain expertise.
+:::
+
 ## Methods at UT
 
 ### Required methods courses
@@ -165,7 +179,7 @@ You can also take courses through the Economics, Business (IROM), Sociology, Mat
 The Methods Fellow is a grad student who serves as a Methods TA for all other UT Gov grad students.
 
 - Holds office hours
-- Hosts a Methods Co-working Hour
+- Hosts a Methods Co-Working Hour
 - Organizes workshops
 
 ### Methods summer programs
@@ -194,4 +208,4 @@ The Methods Fellow is a grad student who serves as a Methods TA for all other UT
 
 - [Duke Math Camp (2019)](https://people.duke.edu/~das76/Math_Camp_Info_2019.pdf)
 
-    + Make sure to follow the links for the videos, etc.
+    + Make sure to follow the links for the videos, etc.