https://cognaptus.com/tags/sam3/ Recent content in SAM3 on Cognaptus Hugo -- 0.145.0 en-us Fri, 13 Feb 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-02-13-when-256-dimensions-pretend-to-be-16-the-quiet-overengineering-of-visionlanguage-segmentation/ Fri, 13 Feb 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-02-13-when-256-dimensions-pretend-to-be-16-the-quiet-overengineering-of-visionlanguage-segmentation/ A close reading of SAM3-LiteText shows how workload-specific evidence, not generic model compression, can expose where vision-language systems are quietly overbuilt.