[layoric]

The video is just an entertaining overview, as indicated, I'm not the author of the video, it wasn't meant to be a deep dive. I linked the three related papers directly in there. I don't know how much more you are expecting from a HN comment, but this was a point in the right direction, not the definitive guide on the matter. This is a you problem.

[cayley_graph]

An overview of what? It's entertaining to me when I come away understanding something more than I did before. I expected a high level explanation of the papers, or the faintest intuition behind the phenomenon your comment talked about.

If you watched the video, it doesn't actually say anything besides restating variants of "thinking tokens aren't important" in a few different ways, summarizing a distantly related blog post, and entertaining some wild hypotheses about the future of LLMs. It's unclear if the producer has any deeper understanding of the subject; it honestly sounded like some low grade LLM generated fluff. I'm simply not used to that level of lack-of-substance. It wasn't a personal attack against you, as indicated.