https://cognaptus.com/tags/ai-roi/ Recent content in AI ROI on Cognaptus Hugo -- 0.145.0 en-us Sat, 09 May 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-05-09-pooling-resources-unipool-and-the-moe-budget-nobody-wanted-to-audit/ Sat, 09 May 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-05-09-pooling-resources-unipool-and-the-moe-budget-nobody-wanted-to-audit/ A business-focused reading of UniPool, a shared-expert Mixture-of-Experts architecture that reframes model capacity as a reusable budget rather than a per-layer entitlement.