Evaluations on Start AI Tools - Presented by Intent Solutionshttps://startaitools.com/tags/evaluations/Recent content in Evaluations on Start AI Tools - Presented by Intent SolutionsHugoen-USIntent Solutions. All rights reserved.Wed, 14 Oct 2026 08:00:00 -0600When Your Documentation Evaluation Is Driving the Cleanup, Report Gap Answers by Rank Instead of Adding Them to the Scored Sethttps://startaitools.com/posts/rank-only-reporting-keeps-the-eval-honest/Wed, 14 Oct 2026 08:00:00 -0600https://startaitools.com/posts/rank-only-reporting-keeps-the-eval-honest/<p>If you are running a search or retrieval evaluation against a documentation corpus, and the same eval is what surfaces the holes you then fill, you have a quiet training problem. The minute you add the gap-filler doc to the scored question set, the eval learns to award the new doc because it exists. Run-to-run comparability on your fixed corpus starts to drift, because each cleanup round reshapes the answer key. You lose the one number you trust: the score on a stable set of graded questions.</p>