Anthony Chang meets Mingta Tu, Senior Engineer, and Chung-Ting Kao, Senior Technical Manager at inwinSTACK to discuss developments in the interpretation of noisy labels, the decentralisation of machine learning models as a way to increase the quantity of medical data, and the role of blockchain to assure security and transparency and federated learning networks.