{"id":11736,"date":"2025-01-21T12:56:41","date_gmt":"2025-01-21T20:56:41","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/?post_type=example&#038;p=11736"},"modified":"2025-02-03T09:37:03","modified_gmt":"2025-02-03T17:37:03","slug":"linguistic-uncertainty-expressions-2a-match-the-level-of-precision-in-ui-communication-with-the-system-performance-language","status":"publish","type":"example","link":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/example\/linguistic-uncertainty-expressions-2a-match-the-level-of-precision-in-ui-communication-with-the-system-performance-language\/","title":{"rendered":"Linguistic uncertainty expressions | 2A: Match the level of precision in UI communication with the system performance &#8211;&nbsp;Language"},"content":{"rendered":"\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"10\" src=\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/2023\/05\/blue-header-bar-1536x14-5-23-1024x10.png\" alt=\"blue header bar\" class=\"wp-image-8823\" srcset=\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/2023\/05\/blue-header-bar-1536x14-5-23-1024x10.png 1024w, https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/2023\/05\/blue-header-bar-1536x14-5-23-300x3.png 300w, https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/2023\/05\/blue-header-bar-1536x14-5-23-768x8.png 768w, https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/2023\/05\/blue-header-bar-1536x14-5-23-1536x16.png 1536w, https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/2023\/05\/blue-header-bar-1536x14-5-23-2048x21.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>First-person expressions of uncertainty (<a href=\"https:\/\/doi.org\/10.1145\/3630106.3658941\" target=\"_blank\" rel=\"noreferrer noopener\">Kim et al., 2024<\/a>) set expectations for how well the system can do what it can do (<a href=\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/guideline\/make-clear-how-well-the-system-can-do-what-it-can-do\/\" target=\"_blank\" rel=\"noreferrer noopener\">Guideline 2<\/a>) by using hedging language (<a href=\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/pattern\/g2-a-match-the-level-of-precision-in-ui-communication-with-the-system-performance-language\/\" target=\"_blank\" rel=\"noreferrer noopener\">Pattern 2A<\/a>), such as \u201cI am 60% confident that\u2026\u201d, \u201cI am not entirely certain that\u2026\u201d, \u201cI\u2019m not sure, but it seems\u2026\u201d to convey that the AI recommendations might be wrong.<\/p>\n\n\n\n<p>The techniques used in this example have the potential to foster appropriate reliance on AI, by reducing overreliance. Keep in mind that overreliance mitigations can backfire. Be sure to test such mitigations in context, with your AI system\u2019s actual users. Learn more about\u00a0<a href=\"https:\/\/aka.ms\/overreliance_review\" target=\"_blank\" rel=\"noreferrer noopener\">overreliance on AI<\/a> and\u00a0<a href=\"https:\/\/aka.ms\/genAI_reliance\" target=\"_blank\" rel=\"noreferrer noopener\">appropriate reliance on generative AI<\/a>.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"787\" src=\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/2025\/01\/Linguistic-uncertainty-expressions-Im-not-sure-but-G2-1024x787.png\" alt=\"An example of a question to an AI and its response conveying uncertainty, starting with the expression 'I\u2019m not sure, but\u2026' (Kim et al., 2024; Appendix Figure D2, p.7)\" class=\"wp-image-11739\" srcset=\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/2025\/01\/Linguistic-uncertainty-expressions-Im-not-sure-but-G2-1024x787.png 1024w, https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/2025\/01\/Linguistic-uncertainty-expressions-Im-not-sure-but-G2-300x230.png 300w, https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/2025\/01\/Linguistic-uncertainty-expressions-Im-not-sure-but-G2-768x590.png 768w, https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/2025\/01\/Linguistic-uncertainty-expressions-Im-not-sure-but-G2-1536x1180.png 1536w, https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/2025\/01\/Linguistic-uncertainty-expressions-Im-not-sure-but-G2.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Image captured January 2025<\/em>.<\/figcaption><\/figure>\n","protected":false},"featured_media":11739,"menu_order":0,"template":"","meta":{"toolkit_pattern_number":"2A","ep_exclude_from_search":false,"footnotes":""},"application-type":[96,99,56,59],"goal":[114,123],"guideline-term":[4],"product-category":[70,62,65],"class_list":["post-11736","example","type-example","status-publish","has-post-thumbnail","hentry","application-type-gen-ai","application-type-llm","application-type-natural-language-processing-text","application-type-text-generation","goal-appropriate-reliance","goal-transparency","guideline-term-make-clear-how-well-the-system-can-do-what-it-can-do","product-category-chatbot","product-category-health-and-wellness","product-category-search-engine"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Linguistic uncertainty expressions | 2A: Match the level of precision in UI communication with the system performance - Language - Microsoft HAX Toolkit<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/example\/linguistic-uncertainty-expressions-2a-match-the-level-of-precision-in-ui-communication-with-the-system-performance-language\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Linguistic uncertainty expressions | 2A: Match the level of precision in UI communication with the system performance - Language - Microsoft HAX Toolkit\" \/>\n<meta property=\"og:description\" content=\"First-person expressions of uncertainty (Kim et al., 2024) set expectations for how well the system can do what it can do (Guideline 2) by using hedging language (Pattern 2A), such as \u201cI am 60% confident that\u2026\u201d, \u201cI am not entirely certain that\u2026\u201d, \u201cI\u2019m not sure, but it seems\u2026\u201d to convey that the AI recommendations might [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/example\/linguistic-uncertainty-expressions-2a-match-the-level-of-precision-in-ui-communication-with-the-system-performance-language\/\" \/>\n<meta property=\"og:site_name\" content=\"Microsoft HAX Toolkit\" \/>\n<meta property=\"article:modified_time\" content=\"2025-02-03T17:37:03+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/prod\/2025\/01\/Linguistic-uncertainty-expressions-Im-not-sure-but-G2.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1475\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" 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