https://cognaptus.com/tags/data-infrastructure/ Recent content in Data Infrastructure on Cognaptus Hugo -- 0.145.0 en-us Mon, 23 Mar 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-03-23-dialkg-when-knowledge-graphs-finally-learn-like-humans/ Mon, 23 Mar 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-03-23-dialkg-when-knowledge-graphs-finally-learn-like-humans/ A mechanism-first reading of DIAL-KG, showing why incremental knowledge graphs need memory, governance, and soft deprecation—not just better extraction. https://cognaptus.com/blog/2026-03-18-scalpel-meets-silicon-the-rise-of-surgical-foundation-models/ Wed, 18 Mar 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-03-18-scalpel-meets-silicon-the-rise-of-surgical-foundation-models/ How SurgΣ turns fragmented surgical videos, labels, and reasoning traces into a reusable data infrastructure for surgical foundation models.