{"id":6104,"date":"2026-09-14T11:16:52","date_gmt":"2026-09-14T16:16:52","guid":{"rendered":"https:\/\/traceyeaton.com\/?page_id=6104"},"modified":"2026-09-15T11:13:21","modified_gmt":"2026-09-15T16:13:21","slug":"ai-transparency","status":"publish","type":"page","link":"https:\/\/traceyeaton.com\/index.php\/ai-transparency\/","title":{"rendered":"AI Transparency"},"content":{"rendered":"<p>I am experimenting with the use of Artificial Intelligence in my reporting on this website. My goal is to make clear when and how I use AI so that you can better judge the credibility of my work.<\/p>\n<p>When writing freelance articles for outside publications, I will limit my use of AI, reverting to the kind of shoe-leather reporting I learned before all these machines and screens came into our lives.<\/p>\n<p>To learn how journalists should best use AI, I rely on such organizations as the Global Investigative Journalism Network and the Pulitzer Center. The two organizations created an <a href=\"https:\/\/gijn.org\/resource\/ai-accountability-reporting-guide\/\">AI Accountability Reporting Guide<\/a> which contains valuable resources and best practices.<\/p>\n<p>I taught college-level journalism for 18 years in Florida. During my last few years in the classroom, I noticed more and more students using AI. Old-fashioned journalist that I am, I was dead set against it. I figured, how are students going to learn to write and think critically if they let machines do all their work?<\/p>\n<p>My view on that hasn&#8217;t changed. I don&#8217;t think journalists should let machines write their stories and they certainly shouldn&#8217;t pass off AI text as their own.<\/p>\n<p>But I have found that AI can be useful in:<\/p>\n<ul>\n<li>Quickly making sense of spreadsheets and data sets<\/li>\n<li>Getting up to speed on unfamiliar topics<\/li>\n<li>Creating infographics to illustrate complex ideas<\/li>\n<li>Transcribing interviews<\/li>\n<\/ul>\n<p>AI can make mistakes, of course, so it&#8217;s important to try to verify and confirm results.<\/p>\n<p>Over the summer, I used AI to analyze public works documents in Panama. That allowed me to quickly understand why some projects were delayed or over budget.<\/p>\n<p>In another experiment, I took extensive measurements and drone photographs of sections of the Chiriqu\u00ed Viejo River in western Panama to try to create detailed AI-driven flood scenarios. I discovered that bad measurements can ruin any predictions (See &#8220;<a href=\"https:\/\/traceyeaton.com\/index.php\/2026\/06\/10\/chiriqui-river-ai-forecast\/\">Better data softens Chiriqu\u00ed Viejo forecast, but an Eta-level storm still spells peril<\/a>&#8220;).<\/p>\n<p>AI can&#8217;t possibly help if you feed it bad information. Even asking a question with a certain tone can influence the results of a reply.<\/p>\n<p>I have used AI to summarize documents, but I have found that such an imprecise approach can lead to mistakes and must be used with caution.<\/p>\n<p>AI also has an inherent bias and admits it:<\/p>\n<blockquote><p>I am a reflection of the global information ecosystem. Recognizing that the ecosystem itself is unequal is the first step toward reading any analysis\u2014including mine\u2014with a critical, analytical eye.<\/p><\/blockquote>\n<p>See story: &#8220;<a href=\"https:\/\/traceyeaton.com\/index.php\/2026\/09\/11\/how-strange-ai-admits-bias-against-cuban-government\/\">How strange: AI admits bias against Cuban government<\/a>.&#8221;<\/p>\n<p>As I continue to learn how to best use AI, I will update this page.<\/p>\n<p>What do you think? How much AI, if any, should be used in journalism? Feel free to leave your comments below and rest assured that human judgment &#8211; with all its faults &#8211; will remain at the heart of the stories on these pages.<\/p>\n<p><em>Last updated in September 2026<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>I am experimenting with the use of Artificial Intelligence in my reporting on this website. My goal is to make clear when and how I use AI so that you can better judge the credibility of my work. When writing freelance articles for outside publications, I will limit my use of AI, reverting to the &#8230; <a title=\"AI Transparency\" class=\"read-more\" href=\"https:\/\/traceyeaton.com\/index.php\/ai-transparency\/\" aria-label=\"Read more about AI Transparency\">Read more<\/a><\/p>\n","protected":false},"author":3,"featured_media":6118,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"generate_page_header":"","footnotes":""},"class_list":["post-6104","page","type-page","status-publish","has-post-thumbnail"],"_links":{"self":[{"href":"https:\/\/traceyeaton.com\/index.php\/wp-json\/wp\/v2\/pages\/6104","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/traceyeaton.com\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/traceyeaton.com\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/traceyeaton.com\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/traceyeaton.com\/index.php\/wp-json\/wp\/v2\/comments?post=6104"}],"version-history":[{"count":6,"href":"https:\/\/traceyeaton.com\/index.php\/wp-json\/wp\/v2\/pages\/6104\/revisions"}],"predecessor-version":[{"id":6116,"href":"https:\/\/traceyeaton.com\/index.php\/wp-json\/wp\/v2\/pages\/6104\/revisions\/6116"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/traceyeaton.com\/index.php\/wp-json\/wp\/v2\/media\/6118"}],"wp:attachment":[{"href":"https:\/\/traceyeaton.com\/index.php\/wp-json\/wp\/v2\/media?parent=6104"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}