Informal User Interfaces for Natural Human-Computer Interaction James Landay, Computer Science Division, UCB Computers have found their greatest success in applications where they have replaced humans in tasks at which humans are poor. As computers grow more powerful, less expensive, and more ubiquitous, we begin to expect them to assist us in tasks that humans do well. Unfortunately, the historical strengths of computers have led to a design bias towards support of precise computation, and away from the more human properties of ambiguity, creativity, and communication. Consequently, user interfaces are designed to facilitate structured data input rather than natural human communication, which consists of the imprecise modes of speaking, writing, gesturing, and sketching. We use the term informal user interfaces to describe user interfaces designed to support natural, ambiguous forms of human-computer interaction. The primary tenet of our work in informal user interfaces is to bend computers to people's mode of interaction, not the other way around. For some domains it is clear that the formal approach imposed by conventional user interfaces in fact presents an obstacle to effective task performance. One such domain that we have investigated is user interface design itself. In this talk we will describe a promising approach to solving this problem and its embodiment in SILK, a tool we have developed for user interface design. We also describe directions for future work in informal user interfaces in domains as varied as presentations and collaborative note taking.