@MontereyJack,
It tells me first and foremost that there is a very strong natural cycle occurring with brief spikes in temperature, and that we've been on the upslope of the warming trend for the most recent spike for over 10k years. None of that has anything to do with humans.
It tells me that we may be at the peak of the latest rise already, and we could possibly be on the downward side already. Our lives are too short to measure that or not.
It tells me that CO2 is currently at a much different level in relation to warming than it ever has been before, and that is almost certainly due to human activity (because of the suddenness of the change). That much I grant you. However, it does not tell any of us whether CO2 is a leading factor or a following factor in climate warming.
Also, I would point out that the left vertical axis of the graph is temperature (in degrees), and the right vertical axis is concentration (parts per million). So even though the graph overlays the trend lines, they are not coincident in relative value. The two axis measurements are not even remotely related in that fashion. Therefor it's misleading to assume that the relationship between the CO2 spike is relational to the temperature trent.
What I wish I could see is a graph like that which just shows CO2 in relation to the total concentration. In other words, I would like to see the bottom of the graph for CO2. That would at least give some indication of how impressive that CO2 spike really is. Unfortunately, I haven't been able to find such a graph.
That graph also tell me something else. Unlike the bottom temp ranges which seem to plateau for a while and fluctuate, the top peaks are sharp and absolute. This strongly implies that there is a "switching point" somewhere in the global environment which results in very rapid cooling. The atmosphere can only get so warm before something dramatic changes and the planet begins to cool. I believe that "switch" is the thermohaline cycle in the oceans (just my opinion). I have posted links to the data which supports this in the other global warming threads (several years ago).