The core problem lies not with algorithms themselves but with their implementation in environments that lack due process. Consider the Dutch childcare benefits scandal (2021), where a risk-scoring algorithm falsely labelled over 26,000 families as fraudulent, leading to devastating financial ruin. Victims had no effective way to appeal the algorithm’s decisions because the system’s logic was proprietary and its errors only became visible after mass media investigation. Similarly, predictive policing tools used in Chicago and Los Angeles have been shown to perpetuate historical arrest biases, creating a feedback loop: more police presence in minority neighbourhoods generates more arrests, which the algorithm reads as evidence that those neighbourhoods require even more policing.
The story begins on September 1, 1204 of the Septian Calendar. The Erebonian Empire is in chaos. The Noble Alliance, led by the aristocratic Gnomes and the Ironbloods of the Chancellor, have clashed in a failed coup d'état known as the "Imperial Juniormost's Rebellion." pcse00120