Analysis In Motion Initiative
In a world where data are continually streaming from distributed and diverse sources—from scientific instruments, to web traffic, to live imagery—making timely discoveries requires computing capabilities that can keep pace with rapidly evolving phenomena.
The Analysis in Motion initiative (AIM) is developing a new analysis paradigm to provide continuous, automated synthesis of new knowledge and to enable measurement systems to be steered in response to emerging knowledge, rebalancing the effort between humans and machines.
AIM is developing an exploratory process of defining new knowledge in a streaming environment. We seek to construct machines that can help tell stories from data by constructing and evolving candidate hypotheses in parallel with the stream.