https://cognaptus.com/tags/embedding-scaling/ Recent content in Embedding-Scaling on Cognaptus Hugo -- 0.145.0 en-us Fri, 11 Sep 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-09-11-when-the-next-sparse-billion-should-go-to-memory-not-experts/ Fri, 11 Sep 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-09-11-when-the-next-sparse-billion-should-go-to-memory-not-experts/ LongCat-Flash experiments suggest that once MoE expert scaling reaches a high-sparsity regime, some marginal capacity may be better allocated to sparse lookup memory—but only within tight architectural and serving constraints.