Data Quality & Reliability

• Source Verification: Assessing the reliability and accuracy of data from decentralized sources can be difficult due to the lack of established verification mechanisms.

• Noise and Redundancy: Managing redundant or irrelevant data, which is common in decentralized systems, adds complexity to data acquisition processes.