I don't know about that. At least for myself, when I say that I've read a paper I mean that I've read it thoroughly from end-to-end and thought deeply about it

I don't know about that. At least for myself, when I say that I've read a paper I mean that I've read it thoroughly from end-to-end and thought deeply about it, not unlike what I do when I'm doing a peer review. (I.e., "grokking" the paper.) There are way too many papers to do that for every one that comes out in my field, though, so I've gotten pretty good at skimming a paper quickly and making a snap assessment. I might say I'm aware of or acquainted with said paper, but I'd never say I'd really _read_ it. So charitably speaking, I'd interpret the top-level commenter (avsteele) as meaning that they've only skimmed the paper and these are off-the-cuff comments, rather than that they haven't looked at the paper at all.