Zusammenfassung
Victoria Guijarro Santos argues that the current conception of algorithmic bias as merely statistical inaccuracies is misleading. Deploying data-based algorithms to automate decision-making breaches fundamental rights particularly if these algorithms are not statistically biased but produce statistically accurate outputs. Guijarro Santos coins the inherent harms of data-based algorithms as the »generalization effect« and the »effect of cementing social biases«, amounting to breaches of fundamental rights guaranteeing autonomy, equality, and non-discrimination. Efficiency goals alone cannot justify these harms and technical solutions cannot remedy them. Data-based algorithms should not be deployed to automate decisions. Rather, they should be used for what they excel at: recognizing social patterns of oppression.
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