diff --git a/README.md b/README.md
index 3013441a..73184d34 100644
--- a/README.md
+++ b/README.md
@@ -121,7 +121,9 @@ PROTIP: Set "GPU=1" environment variable if you want this to go faster.
 
 PROPROTIP: Set "DEBUG=1" environment variable if you want to see why it's slow.
 
-### Gan is real... Generated with pure tinygrad!
+### tinygrad also supports GANs
+
+See `examples/mnist_gan.py`
 
 <p align="center">
   <img src="https://raw.githubusercontent.com/geohot/tinygrad/master/docs/mnist_by_tinygrad.jpg">