I appreciate your response. I made a point of not revising my comment after posting it and finding in a subsequent parable the following, quoting:

> Each SM is broken up into 4 identical quadrants, which NVIDIA calls SM subpartitions, each containing a Tensor Core, 16k 32-bit registers, and a SIMD/SIMT vector arithmetic unit called a Warp Scheduler, whose lanes (ALUs) NVIDIA calls CUDA Cores.

And right after:

> CUDA Cores: each subpartition contains a set of ALUs called CUDA Cores that do SIMD/SIMT vector arithmetic.

So, to your defense and my shame -- you *did* do better than I was able to infer from first glance. And I can take absolutely no issue with a piece elaborating on originally "vague" sentence later on -- we need to read top to bottom, after all.

Much of the difficulty with laying out knowledge in written word is inherent constraints like choosing between deferring detail to "further down" at the expense of giving the "bird's eye view". I mean there is a reason writing is hard, technical writing perhaps more so, in a way. You're doing much better than a lot of other stuff I've had to learn with, so I can only thank you to have done as much as you already have.

To be more constructive still, I agree the border between clarity and utility isn't always clearly drawn. But I think you can think of it as a service to your readers -- go with precision I say -- if you really presuppose the reader should know SIMD, chances are they are able to grok a new definition like "SIMD lane" if you define it _once_ and _well_. You don't need to be "unwieldy" in repetition -- the first time may be hard but you only need to do it once.

I am rambling. I do believe there are worse and better ways to impart knowledge of the kind in writing, but I too obviously don't have the answers, so my criticism was in part inconstructive, just a sheer outcry of mild frustration once I started conflating things from the get go but before I decided to give it a more thorough read.

One last thing though: I always like when a follow-up article starts with a preamble along of "In the previous part of the series..." so new visitors can simultaneously become aware there's prior knowledge that may be assumed, _and_ navigate their way to desired point in the series, all the way to the start perhaps. That frees you from e.g. wanting to annotate abbreviations in every part, if you want to avoid doing that.

Thank you for taking the time to write this reply. Agree with "in the previous part of this series" comment. I'll try to find a way to highlight this more.

What I'd like to add to this page is some sort of highly clear glossary that defines all the terms at the top (but in some kind of collapsable fashion) so I can define everything with full clarity without disrupting the flow. I'll play with the HTML and see what I can do.