Curious about the complexities of our world and our limited ability to comprehend them. I ponder ways in which people and machines can work together to understand the present and respond to change. Human-machine collaboration offers opportunities to accelerate individual and group adaptation. The challenge is to facilitate the interaction, allowing both parties to rapidly learn. My work roams from data mining and machine learning to visualization and interaction design. All in service of fostering the conversation.