After Dataiku rebuilds a dataset, any metrics and checks belonging to that dataset are recomputed.

Always true. This is the value of metrics and checks.

Sometimes true. It depends on whether you have chosen to auto$-$compute after build for that particular metric or check.

Never true. Because they can be computationally$-$expensive, you must always explicitly choose to compute a metric.