Just after The difficulty increases, the Network Hashrate was 9975.
Today it is at 10375 and increasing. (bitcoinwatch)

Are the existing miners adding new cards or are we seeing more new miners?

If the hash rate remains at 9975 we could see a decrease in difficulty.

 At this point it Looks like difficulty will never decrease now and forever.