https://hackerpaper.kaipfister.de/p/2506.12284/Collected HN comments and submissions linking this paper.enMon, 02 Nov 2026 11:16:22 GMThttps://news.ycombinator.com/item?id=46888786urn:hackerpapers:mention:2506.12284:46888786Wed, 04 Feb 2026 17:34:38 GMT<p>Indeed, and I think natural language and reasoning will have some kind of geometric properties as well. Attention is just a sledgehammer that lets us brute force our way around not understanding that structure well. I think the next step change in AI/LLM abilities will be exploiting this geometry somehow [1,2]. [1] GrokAlign: Geometric Characterisation and Acceleration of Grokking, https://arxiv.org/abs/2510.09782 [2] The Geometry of Reasoning: Flowing Logics in Representation Space, https://arxiv.org/abs/2506.12284</p><p><a href="https://hackerpaper.kaipfister.de/p/2506.12284/">Paper and discussion history</a>. A mention is not an endorsement.</p>cs.LG