A system and method for performing compound computational experiments include an experiment having at least one input. The experiment includes a process controllable by a computer and responsive to the input to produce at least one output, the output capable of being stored on a medium readable by the computer. The system includes a generator capable of running on the computer. The generator automates the performance of a plurality of experiments and automatically varies the inputs for the experiments. An outcome store of the system stores the outputs on the computer-readable medium. The system also includes a display capable of running on the computer. The display presents an interpretation of a set of the outputs extracted from the outcome store. The display is responsive to user input to alter the interpretation, to present an interpretation of a different set of outputs, or to cause the generator to perform a plurality of experiments.