Regulators and industry need to work together
with wider society to agree best practice within
their industry and establish appropriate regulatory
standards. Bias and discrimination are harmful in any
context. But the specific forms they take, and the precise
mechanisms needed to root them out, vary greatly
between contexts. We recommend that there should be
clear standards for anticipating and monitoring bias, for
auditing algorithms and for addressing problems. There
are some overarching principles, but the details of these
standards need to be determined within each sector
and use case. We hope that CDEI can play a key role in
supporting organisations, regulators and government in
getting this right.

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