Many of the ideas in this talk have been developed with the help of students and staff in the Knowledge Discovery Laboratory, my research group at the University of Massachusetts Amherst. I have also benefited from conversations with colleagues at OTA, ALPHATECH Inc., NASD, DARPA, and the University of Maryland. Of course, any errors and omission are my responsibility.