This sounds reasonable but you&#x27;re missing a piece here. In addition to algorithms and output, there&#x27;s a 3rd piece: input.<p>We <i>don&#x27;t</i> want to mandate the outcome of our decision process. We want a fair and unbiased decision process where if the input is fair, the output will be fair.<p>We want fair and unbiased decisions, but in addition to the internals of our process, we need to ensure the input is fair before we&#x27;ll accept the outcomes.<p>The real problem is people pretending the input is fair, that the effects of historical discrimination has evaporated, against protected classes or otherwise (the queer community comes to mind).