diff --git a/_speakers/tutorial-2_speaker-2.md b/_speakers/tutorial-2_speaker-2.md
index 5f2e337..a427181 100644
--- a/_speakers/tutorial-2_speaker-2.md
+++ b/_speakers/tutorial-2_speaker-2.md
@@ -3,5 +3,5 @@ name: David Blum
 first_name: David
 last_name: Blum
 email: dhblum@lbl.gov
-permalink: /:collection/:categories/Tutorial 1 Speaker 1
+permalink: /:collection/:categories/Tutorial 2 Speaker 2
 ---
\ No newline at end of file
diff --git a/_speakers/tutorial-2_speaker-3.md b/_speakers/tutorial-2_speaker-3.md
index 25a8d87..2289de0 100644
--- a/_speakers/tutorial-2_speaker-3.md
+++ b/_speakers/tutorial-2_speaker-3.md
@@ -3,5 +3,5 @@ name: Kyle Benne
 first_name: Kyle
 last_name: Benne
 email: kyle.benne@nrel.gov
-permalink: /:collection/:categories/Tutorial 1 Speaker 1
+permalink: /:collection/:categories/Tutorial 2 Speaker 3
 ---
\ No newline at end of file