OK, I seemed to have solved it. Here is what I did.
1. Updated my NVidia Video Drivers. While, I dont think this actually solved my problem, it probably didnt hurt.
2. I ran a test with CyberLink Blu-Ray advisor
This will tell you if you can play Blu-Ray which effectively tells if you if you have HCDP working.
3. I also changed my video cables connections. Here is what I mean. Personally , I didn't care if Connector 1 went into Monitor 1 or Monitor 2. I had my connecter 1 (My Primary) going into Monitor 2, which was NOT HCDP complaint. However, my Monitor 1, which was connected to Connector 2, WAS HCDP compliant.
So I switched. I made sure that my PRIMARY MONITOR WAS CONNECTED TO MY PRIMARY PORT on my Video Card. And the secondary Monitor was on Port #2. That is what I feel REALLY fixed my problem.
But these other things helped to Tshoot it and also the Blu-Ray diagnostics was KEY to helping solve it.