The primary sources of decoherence in nanoscale systems include thermal fluctuations, electromagnetic interference, and interactions with environmental noise. Phonons, or quantized vibrations within the material, also contribute to decoherence by disturbing the quantum states of the system. Identifying and mitigating these sources is crucial for advancing quantum technologies.