@jiahengzhang96@dataeconomyai Federated learning is an interdisciplinary area. One needs to know machine learning, secure computation and encryption, distributed systems, game theory and market mechanism design, etc. But one needs not be top expert in all these, just one of them.
@jiahengzhang96@dataeconomyai Robots can do many things to augment our ability. One area is where there’s danger for human to engage in, such as managing Fukushima nuclear leaks. Another area is to help us do labor intensive and repetitive works like old age caring. Or drug design, augmenting our brain.
@jiahengzhang96@dataeconomyai Good question. Hardware solutions are indeed a way to ensure confidentiality and security, but they are not as versatile as software solutions. In many applications, we wish to trade security and efficiency as well as adaptability, and some times use current hardware solutions