How can the “fairness” be determined if the specifics of the algorithm are not known to the judge, defense or jury?

We can’t allow people to be prosecuted by evidence that relies on black boxes.

The burden should be on the prosecution to prove that the algorithm is fair and reliable; the defendant is presumed innocent, ie falsely accused.