<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Groundedness on Nitin Kumar Singh</title><link>https://nitinksingh.com/tags/groundedness/</link><description>Recent content in Groundedness on Nitin Kumar Singh</description><generator>Hugo -- gohugo.io</generator><language>en</language><copyright>© 2026 Nitin Kumar Singh. All rights reserved.</copyright><lastBuildDate>Thu, 06 Aug 2026 08:00:00 +0530</lastBuildDate><atom:link href="https://nitinksingh.com/tags/groundedness/index.xml" rel="self" type="application/rss+xml"/><item><title>Groundedness Detection vs Groundedness Evaluation: Two Azure Products, One Name</title><link>https://nitinksingh.com/posts/groundedness-detection-vs-evaluation/</link><pubDate>Thu, 06 Aug 2026 08:00:00 +0530</pubDate><guid>https://nitinksingh.com/posts/groundedness-detection-vs-evaluation/</guid><description>One name, two products, two lifecycle stages. Azure AI Content Safety&amp;rsquo;s Groundedness detection blocks and corrects ungrounded answers at runtime; the Evaluation SDK&amp;rsquo;s GroundednessEvaluator scores them offline in CI. Here&amp;rsquo;s the decision boundary for RAG, the without-Foundry path for each, the honest recall numbers, and the open-source substitutes.</description></item></channel></rss>