https://cognaptus.com/tags/ai-metrics/ Recent content in AI Metrics on Cognaptus Hugo -- 0.145.0 en-us Thu, 01 Jan 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-01-01-label-now-drive-later-why-autonomous-driving-needs-fewer-clicks-not-smarter-annotators/ Thu, 01 Jan 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-01-01-label-now-drive-later-why-autonomous-driving-needs-fewer-clicks-not-smarter-annotators/ A practical reading of the Correction Acceleration Ratio, which exposes why the most accurate 3D detector is not always the cheapest annotation assistant.