AI in courts - algorithmic sentencing and due process?

Algorithmic risk scores already influence sentencing and bail, often opaquely. What due-process protections should apply when an AI recommendation shapes a judge's decision - disclosure, appeal, or outright bans?

Following this thread. We solved ours with a firmware update - just for reference.