Machine learning in the judicial system doesn’t have issues with bias. But it can barely keep up with Mechanical Turk workers, suffers from data pollution feedback loops, and distorts the incentives around crime.

The state faces the challenge of grappling with centralized social media companies as distinctly political entities. These companies may need to be replaced by decentralized social infrastructure that is less politically and socially problematic.