\begin{slide}[toc=Use AI]{Approach: use AI}
\twocolumn[lcolwidth=0.8in,rcolwidth=3.2in]{
\includegraphics[width=1in]{machine.eps}
}{
\bi
\item
Apply AI   machinery  to NASA data repositories.
\be
\item
When data is plentiful, use {\em data miners}.
\newline (e.g. cost and defect estimation)
\item When data is scarce and domain intuitions exist:
\bi
\item
 build a {\em what-if} simulator for
those intuitions, 
\item
Monte Carlo the simulator, 
\item
goto 1
\ei
(e.g. this briefing)
\item
When data and intuitions exist, use Bayesian belief nets;
\bi
\item e.g. Dabney, Fenton, etc etc
\ei
\item
When complex domain models 
exist, use semantic web tools to generalize from {\em here} to {\em there}.
\ee
\ei

}
\bi
\item
Find and collect available data
\bi
\item
Maintaining security and confidentiality requirements.
\ei
\item
Match data sources to available machines
\item
Apply the machines.
\ei

\end{slide}
