Phantom deadlocks occur because the information about resource allocation and wait conditions might be delayed or outdated by the time it is collected and analyzed, leading to the detection of a deadlock that no longer exists. Ensuring timely and synchronized updates about resource allocation across nodes can help maintain consistent views of the system state.