The current temperate change is between 0.01 and 0.02 degrees/year, two orders of magnitude greater than when the ice age ended. The problem isn't so much that temperature is changing but that it's changing so fast. The greater the rate of temperature change the harder adaption will be for both human and natural systems.
I've never been able to figure out the original of those claims - do you know? I can't find any scientific sources for it - on the contrary:
Until a few decades ago it was generally thought that all large-scale global and regional climate changes occurred gradually over a timescale of many centuries or millennia, scarcely perceptible during a human lifetime. The tendency of climate to change relatively suddenly has been one of the most suprising outcomes of the study of earth history, specifically the last 150,000 years (e.g., Taylor et al., 1993). Some and possibly most large climate changes (involving, for example, a regional change in mean annual temperature of several degrees celsius) occurred at most on a timescale of a few centuries, sometimes decades, and perhaps even just a few years. The decadal-timescale transitions would presumably have been quite noticeable to humans living at such times, and may have created difficulties or opportunities (e.g., the possibility of crossing exposed land bridges, before sea level could rise)
http://www.esd.ornl.gov/projec...