To state it very briefly it is an improvement over their current versions especially in Chinese but these are small incremental improvements that will be very similar to what Facebook, Microsoft and Systran have.It is worth putting the excessively optimistic claims they have made in the press release in some critical context as described in detail in this blog post:The Google Neural Machine Translation Marketing Deception