What role should independent oversight bodies play in auditing machine learning algorithms for bias and fairness, and how can transparency be balanced with protecting proprietary technologies?

What role should independent oversight bodies play in auditing machine learning algorithms for bias and fairness, and how can transparency be balanced with protecting proprietary technologies?
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