This document summarizes a pilot study on the construction of knowledge in personal learning environments from a constructivist perspective. The study examined a platform for communication and learning called Personal Working and Learning Environments (PWLE) that provides 25 tools for students. Data was collected through student interviews and teacher views to analyze social cognitive processes and different privacy levels in using the tools. Initial results and conclusions from the study suggest areas that could be improved in future research.