I will discuss research on the essential recursion that is at the heart of autonomy, from assemblers that assemble assemblers, to machines that make machines, to systems that design systems. And I will explore applications of embodying intelligence in autonomous systems in areas including exponential manufacturing, rapid automation, physical reconfigurability, and personal fabrication.