The future of artificial intelligence depends on trust. As AI systems grow more advanced, they require massive amounts of data to learn, adapt, and make accurate decisions. Yet, this very data is often sensitive, personal, and deeply tied to individual identity. The challenge is apparent: how do we build powerful AI systems without compromising the privacy of the people who fuel them? The...