Before revision:  However, DL suffers from a universal phenomenon: instability, despite universal approximating properties that often guarantee the existence of stable neural networks (NNs).
After revision:  However, current DL methods typically suffer from instability, even when universal approximation properties guarantee the existence of stable neural networks (NNs).