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Each of us has some information it considers private and is willing to share only reluctantly, be it about one's health, or personal preferences, or commercial interests or capabilities. Our society has put in place rules on how such data can be transmitted or processed. While these rules protect the privacy of data, at times, they seriously diminish the benefits that can be obtained from studying it. Can the existing balance between privacy and usability be improved?