This document discusses concerns about the accuracy of low-cost air quality monitoring systems and potential solutions. It notes that while low-cost systems allow for scalable and remote monitoring, questions remain about data accuracy given sensor limitations and environmental factors. Potential solutions proposed include active sampling to avoid environmental impacts, sensor calibration, and location detection tools. The document argues that implementing these solutions can produce effective and accurate low-cost monitoring.