Dr. Sonya: Municipalities should rely exclusively on algorithmic risk-assessment instruments to determine bail amounts for criminal defendants. Human judges consistently demonstrate cognitive biases and arbitrary sentencing disparities, whereas actuarial algorithms calibrated solely on historical recidivism data provide an objective, standardized metric of flight risk.
Marcus: Algorithmic tools merely codify and obscure the systemic inequities embedded within the historical arrest data used to train them. Far from producing objective fairness, substituting mathematical models for judicial discretion replaces visible human bias with an unreviewable illusion of neutrality.
The dialogue provides the strongest support for holding that Dr. Sonya and Marcus disagree over whether:
- Ahuman judges frequently display cognitive biases when making bail and sentencing determinations
- algorithmic risk-assessment instruments provide an objective measure of risk in bail determinationsCevap
- Chistorical arrest records reflect systemic disparities in law enforcement and policing practices
- Dall algorithmic tools should be permanently prohibited from use across the entire judicial system
- Eeliminating human cognitive bias is sufficient to guarantee an equitable criminal justice system