I see there is fellow follower of Mr Plait and the JREF here

I do agree with Phil on a lot of things, though not everything (e.g. Constellation).
In case of AGW, I am a little more reserved. I feel like there is insufficient data to predict the behavior of such a complex system.
Alex, you are assuming that the increase in CO2 will continue at whatever rate. This is a false assumption. You always have to include the reasons why the increase was there. E.g. certain nations had an improvement of their economic situation, resulting in advanced industrialization and therefore more CO2 output by them. Now the lower the level of development the less these people care about CO2 output and environmental problems in general. However since they are still developing their output is still increasing. At some point their economic and social development will have cought up sufficiently that they will be able to implement measures to stabilize the problem. At this point their population growth will hopefully stop as well.
Until this point their CO2 output will increase, but their curve will actually flatten down. Right now we are still seeing the effect of their growth (and of others that are about to make progress). 100 years from now, their situation will be very different.
Besides, technology does not sleep. We have only recently begun to implement energy saving measures in developing nations. It will take a while until they show an effect.
Anyway, I have not seen anything but a linear growth by about 1ppm between 1900 and 1978, that is the data that was available to me.
Up until 1900 the growth was indeed slower, according to this data set atleast. But this is a rather hard jump and after that it has been more or less stable. It is not a gently increase that it would have to be, if it was exponential, as you are saying.