https://cognaptus.com/tags/prompt-robustness/ Recent content in Prompt Robustness on Cognaptus Hugo -- 0.145.0 en-us Thu, 07 May 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-05-07-prompt-and-circumstance-why-one-accuracy-number-is-not-a-reliability-audit/ Thu, 07 May 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-05-07-prompt-and-circumstance-why-one-accuracy-number-is-not-a-reliability-audit/ A practical reading of a new multi-variant audit showing why AI model reliability depends on prompts, evaluators, calibration definitions, and parseability—not just benchmark accuracy.