diff --git a/README.md b/README.md
index 36b27b2..ec1d924 100644
--- a/README.md
+++ b/README.md
@@ -283,7 +283,7 @@ items = [
     (True, "Write an elegant libary to interface with the game and then use that to write the script"),
     (False, "But I would still need to write the control policy by hand"),
     (True, "Let's extend the libary such that it trains a policy via Reinforcement Learning"),
-    (False, "But RL is takes a huge number of training samples"),
+    (False, "But RL takes a huge number of training samples"),
     (True, "Extend the libary to also include an efficient simulator"),
     (False, "But I don't know what the actual internal dynamics are"),
     (True, "Extend the libary once more to also include a neural network dynamics model"),
diff --git a/README_meme.jpg b/README_meme.jpg
index 1593545..dacf870 100644
Binary files a/README_meme.jpg and b/README_meme.jpg differ
diff --git a/nucon/drake.py b/nucon/drake.py
index 634853b..6ab2246 100644
--- a/nucon/drake.py
+++ b/nucon/drake.py
@@ -84,7 +84,7 @@ default_items = [
     (True, "Write an elegant libary to interface with the game and then use that to write the script"),
     (False, "But I would still need to write the control policy by hand"),
     (True, "Let's extend the libary such that it trains a policy via Reinforcement Learning"),
-    (False, "But RL is takes a huge number of training samples"),
+    (False, "But RL takes a huge number of training samples"),
     (True, "Extend the libary to also include an efficient simulator"),
     (False, "But I don't know what the actual internal dynamics are"),
     (True, "Extend the libary once more to also include a neural network dynamics model"),