diff --git a/README.md b/README.md
index 6a3a5be..822ed34 100644
--- a/README.md
+++ b/README.md
@@ -5,11 +5,12 @@
 ## Summary
 
 NoSoliciting filters chat messages and Party Finder listings based on
-various built-in and custom filters. The built-in filters are updated
-in the `definitions.yaml` file and can be updated without a plugin
-update. Custom filters are user-defined and are either
-case-insensitive substrings or regular expressions.
+various built-in and custom filters. The built-in filters are generated
+using data from `NoSoliciting.Trainer/data.csv` to create a machine
+learning model. They can be updated without a plugin update. Custom
+filters are user-defined and are either case-insensitive substrings or
+regular expressions.
 
-All messages and listings filtered are logged in case of false
+All messages and listings filtered can be logged in case of false
 positives, and there is a reporting mechanism in which users can
 report if NoSoliciting had a false positive or a false negative.