diff --git a/04_PPTX_Update_Images.py b/04_PPTX_Update_Images.py
index b6d03d0..fe1c3e7 100644
--- a/04_PPTX_Update_Images.py
+++ b/04_PPTX_Update_Images.py
@@ -21,9 +21,14 @@ def _():
 
 @app.cell
 def _():
-    TAG_SOURCE = Path('data/reports/Perception-Research-Report_2-2.pptx')
+    return
+
+
+@app.cell
+def _():
+    TAG_SOURCE = Path('data/reports/Perception-Research-Report_2-2_3-2-18-15.pptx')
     # TAG_TARGET = Path('data/reports/Perception-Research-Report_2-2_tagged.pptx')
-    TAG_IMAGE_DIR = Path('figures/2-2-26')
+    TAG_IMAGE_DIR = Path('figures/2-3-26_Copy-2-2-26')
     return TAG_IMAGE_DIR, TAG_SOURCE
 
 
@@ -47,10 +52,10 @@ def _():
 
 @app.cell
 def _():
-    REPLACE_SOURCE = Path('data/reports/Perception-Research-Report_2-2.pptx')
-    REPLACE_TARGET = Path('data/reports/Perception-Research-Report_2-2_updated.pptx')
+    REPLACE_SOURCE = Path('data/reports/Perception-Research-Report_2-2_3-2-18-15.pptx')
+    # REPLACE_TARGET = Path('data/reports/Perception-Research-Report_2-2_updated.pptx')
 
-    NEW_IMAGES_DIR = Path('figures/2-2-26')
+    NEW_IMAGES_DIR = Path('figures/debug')
     return NEW_IMAGES_DIR, REPLACE_SOURCE