https://cognaptus.com/tags/video-reasoning/ Recent content in Video Reasoning on Cognaptus Hugo -- 0.145.0 en-us Fri, 12 Jun 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-06-12-raw-is-not-ready-why-reliable-ai-needs-evidence-architecture/ Fri, 12 Jun 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-06-12-raw-is-not-ready-why-reliable-ai-needs-evidence-architecture/ A cross-paper analysis of why production AI reliability depends on structured evidence, calibrated uncertainty, and consequence-aware evaluation—not bigger models staring harder at raw inputs.