https://cognaptus.com/tags/annotation-efficiency/ Recent content in Annotation-Efficiency on Cognaptus Hugo -- 0.145.0 en-us Sat, 14 Nov 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-11-14-a-15-training-set-still-needs-30-of-the-answers/ Sat, 14 Nov 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-11-14-a-15-training-set-still-needs-30-of-the-answers/ Hidden Cartographer improves budgeted domain tuning by separating expert annotation from final training, but smaller training sets do not guarantee lower total costs.