JVM pauses application threads for reasons beyond garbage collection, including class unloading, object movement for defragmentation, and biased lock revocation. These pauses occur at "safepoints." Users can measure pause durations and reasons using specific JVM arguments. Long pauses can be monitored with tools like GCeasy for effective analysis.