You can consider the beta-amyloid fiasco as a prime example of biomed's replication issues. ML/AL replication issues largely stem from the source data used for training not being available.

In my field, of psychotherapy, social and cultural factors change over time making perfect replication impossible. I'm working on a paper now and we are trying to account as much as possible for replication of our results.