https://cognaptus.com/tags/ai-data-strategy/ Recent content in AI Data Strategy on Cognaptus Hugo -- 0.145.0 en-us Wed, 10 Jun 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-06-10-label-me-twice-generate-me-once-the-new-discipline-of-dataefficient-ai/ Wed, 10 Jun 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-06-10-label-me-twice-generate-me-once-the-new-discipline-of-dataefficient-ai/ A practical reading of two arXiv papers showing why annotation-efficient AI needs both synthetic data expansion and targeted label correction.