Danah boyd, founder of the critical Big Data think/do tank Data and Society, writes about the work she did with the White House on Big Data: Seizing Opportunities, Preserving Values [PDF]. Boyd and her team convened a conference called The Social, Cultural & Ethical Dimensions of "Big Data", and fed the conclusions from that event back to the White House for its report.
In boyd's view, the White House team did good work in teasing out the hard questions about public benefit and personal costs of Big Data initiatives, and made solid recommendations for future privacy-oriented protections. Boyd points to this Alistair Croll quote as getting at the heart of one of Big Data's least-understood problems:
Perhaps the biggest threat that a data-driven world presents is an ethical one. Our social safety net is woven on uncertainty. We have welfare, insurance, and other institutions precisely because we can’t tell what’s going to happen — so we amortize that risk across shared resources. The better we are at predicting the future, the less we’ll be willing to share our fates with others.
See also: Meet The Woman Who Did Everything In Her Power To Hide Her Pregnancy From Big Data. It was difficult and expensive.