How can facilitators maintain neutrality while also ensuring productive deliberation?

Kleinberg, Mullainathan, and Raghavan (2016) formalize three competing fairness conditions in algorithmic classification and prove that except in highly constrained special cases, no method can satisfy these three conditions simultaneously. This foundational work establishes that practitioners mu...

Natural language processing tools to detect biases. (Recasens, 2013; Pryzant, 2020)

The French Convention Citoyenne uses multi-stakeholder oversight committees to verify neutrality of facilitation.