Low Antarctic continental climate sensitivity due to high ice sheet orography
nature.com
nature.com
And yet, that isolation is not so good. A year ago the temperature in the Concordia station at a 3km height was 40ºC over its average temperature for that time of the year (https://english.elpais.com/science-tech/2022-03-30/a-heatwav...).
Sorry, but I don't think you've interpreted the study well. You're right about the lack of interior warming - that's the premise of the study. But the study attributes this to the orographic effect of the relatively high elevation of the Antarctic Ice Sheet (AIS) - not any effect of heat buffering in the ice.
To determine this, they "flattened" (e.g. removed all influence of terrain from) the AIS, and ran global climate models over this modified terrain.
They determined that the terrain _itself_, which is the progenitor of orographic effects in the atmosphere, was responsible for the lack of interior temperature rise. Orographic effects at synoptic/continental scales can have a substantial impact on latent heat transport – they showed that here.
Perhaps thermal buffering has a place in the conversation too, but it's not mentioned in this paper.
The south pole doesn't exhibit that increase, which requires explanation. The obvious answer would be the land mass covered in ice serving as a heat sink, but the paper suggests that it's more about elevation.
Trying to explain that something is the normal behavior, and that something else is the exception requires more than a sample size of two.
To prove that the increase of poles is the norm you'll need to describe the behavor of a few more poles. Maybe west and east pole?