https://cognaptus.com/tags/learning-theory/ Recent content in Learning Theory on Cognaptus Hugo -- 0.145.0 en-us Sun, 16 Nov 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-11-16-when-noisy-data-talks-back-the-fragile-art-of-learning-under-infinite-contamination/ Sun, 16 Nov 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-11-16-when-noisy-data-talks-back-the-fragile-art-of-learning-under-infinite-contamination/ A practical reading of new learning-theory results showing why noisy data may still permit generation, but can quietly destroy broad coverage.