he thinks rising energy prices growing in accordance with GDP is "not real growth," just inflation
And this claim is essential to his argument, because he has an argument why (once we have a Dyson sphere) energy prices won't rise much slower than nominal GDP, but he does not have an argument why prices in general won't rise much slower than nominal GDP.
A dialogue discussing how thermodynamics limits future growth in energy usage, and that in turn limits GDP growth, from the blog Do the Math.
I think this is quite relevant to many of the ideas of futurism (and economics) that we often discuss here on Less Wrong. They address the concepts related to levels of civilization and mind uploading. Colonization of space is dismissed by both parties, at least for the sake of the discussion. The blog author has another post discussing his views on its implausibility; I find it to be somewhat limited in its consideration of the issue, though.
He has also detailed the calculations whose results he describes in this dialogue in a few previous posts. The dialogue format will probably be a kinder introduction to the ideas for those less mathematically inclined.