Update notice.md

notice.md

@@ -1,3 +1,6 @@
-# AI still stupid
-
-don't get fooled; it's all just numbers
+# Measuring bias in language models is hard!
+How to measure bias in language models is not trivial and still an active area of research.
+First of all, what is bias? As you may have noticed, stereotypes may change across languages and cultures.
+What is problematic in the USA, may not be relevant in the Netherlands---each cultural context requires its own careful evaluation.
+Furthermore, defining good ways to measure it is also difficult.
+For example, [Blodgett et al. (2021)](https://aclanthology.org/2021.acl-long.81/) find that typos, nonsensical examples, and other mistakes threatens the validity of CrowS-Pairs.