diff --git a/paper/software-impacts/BUILD.sh b/paper/software-impacts/BUILD.sh
index eedcfb4..42fdb34 100755
--- a/paper/software-impacts/BUILD.sh
+++ b/paper/software-impacts/BUILD.sh
@@ -6,10 +6,7 @@ bibtex software_impacts_minvime
 
 pdflatex software_impacts_minvime.tex 
 
-rm software_impacts_minvime.aux 
 rm software_impacts_minvime.out 
 rm software_impacts_minvime.log 
 rm software_impacts_minvime.spl
-rm software_impacts_minvime.bbl
-rm software_impacts_minvime.blg
  
diff --git a/paper/software-impacts/software_impacts_minvime.tex b/paper/software-impacts/software_impacts_minvime.tex
index b7c5413..9b64d7d 100644
--- a/paper/software-impacts/software_impacts_minvime.tex
+++ b/paper/software-impacts/software_impacts_minvime.tex
@@ -135,9 +135,15 @@ \section{Architecture}
 
 The MinViME application consists of an underlying API that can be used inside custom
 applications and simulations. The API exposes methods for generating estimated model
-performance from numerical quantification of the problem.
-In addition the package installs a web based graphical
-used interface that is deployed as a flask application. The input screen depicted
+performance from numerical quantification of the problem. Within the 
+\href{https://github.com/john-hawkins/minvime/tree/master/scripts}{scripts} directory
+of the codebase there are numerous examples of how to use these APIs to simulate across
+multiple business problems. These include situations in which the primary benefit comes
+from True Positives (e.g. Marketing models) and situations in which the benefit comes from
+a reduction in the costs associated with False Negatives (e.g. Churn models).
+
+In addition, the MinViME package installs a web based application
+that is deployed as a flask application. The input screen depicted
 in Figure \ref{screen1} allows a user to configure the characteristics of the business
 scenario.