diff --git a/docs/demo-4-sphere.md b/docs/demo-4-sphere.md
index e8cb722..ae81c31 100644
--- a/docs/demo-4-sphere.md
+++ b/docs/demo-4-sphere.md
@@ -4,19 +4,15 @@ Released by [Brandon Amos](http://bamos.github.io) and
---
-![](https://raw.githubusercontent.com/cmusatyalab/openface/master/images/sphere-demo/demo.gif)
-
-
-![](https://raw.githubusercontent.com/cmusatyalab/openface/master/images/sphere-demo/exhibit-amos.png)
-
-
We had a great opportunity
(*thanks to Jan Harkes, Alison Langmead, and Aaron Henderson*)
to present a short OpenFace demo
in the [Data (after)Lives art exhibit](https://uag.pitt.edu/Detail/occurrences/370)
-at the University of Pittsburgh, which is live from Sept 8, 2016 to Oct 14, 2016
-and investigates the relationship between the human notions of self and
+at the University of Pittsburgh,
+which investigates the relationship between the human notions of self and
technical alternative, externalized, and malleable representations of identity.
+The following video is just a quick example, and a real-time version
+is being shown live from Sept 8, 2016 to Oct 14, 2016.
We have released the source code behind this demo in our main
GitHub repository in
[demos/sphere.py](https://github.com/cmusatyalab/openface/blob/master/demos/sphere.py).
@@ -25,6 +21,13 @@ by [Sam Nosenzo](http://www.pitt.edu/~san76/),
[Alison Langmead](http://www.haa.pitt.edu/person/alison-langmead/),
and [Aaron Henderson](http://www.aaronhenderson.com/) that use OpenFace.
+
+![](https://raw.githubusercontent.com/cmusatyalab/openface/master/images/sphere-demo/demo.gif)
+
+
+![](https://raw.githubusercontent.com/cmusatyalab/openface/master/images/sphere-demo/exhibit-amos.png)
+
+
### How this is implemented
This is a short description of our implementation in