{"id":194815,"date":"2026-03-11T08:27:00","date_gmt":"2026-03-11T12:27:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/03\/11\/ai-doesnt-see-the-way-that-you-do-and-that-could-be-a-problem-when-it-categorizes-objects-and-scenes\/"},"modified":"2026-03-11T09:45:12","modified_gmt":"2026-03-11T13:45:12","slug":"ai-doesnt-see-the-way-that-you-do-and-that-could-be-a-problem-when-it-categorizes-objects-and-scenes","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/03\/11\/ai-doesnt-see-the-way-that-you-do-and-that-could-be-a-problem-when-it-categorizes-objects-and-scenes\/","title":{"rendered":"AI doesn\u2019t \u2018see\u2019 the way that you do, and that could be a problem when it categorizes objects and scenes"},"content":{"rendered":"<p><a href=\"https:\/\/theconversation.com\/ai-doesnt-see-the-way-that-you-do-and-that-could-be-a-problem-when-it-categorizes-objects-and-scenes-271481\">AI doesn\u2019t \u2018see\u2019 the way that you do, and that could be a problem when it categorizes objects and scenes<\/a><\/p>\n<p><a href=\"https:\/\/theconversation.com\/ai-doesnt-see-the-way-that-you-do-and-that-could-be-a-problem-when-it-categorizes-objects-and-scenes-271481\">https:\/\/theconversation.com\/ai-doesnt-see-the-way-that-you-do-and-that-could-be-a-problem-when-it-categorizes-objects-and-scenes-271481<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-03-11 08:27:00<\/a><\/p>\n<p>Source Domain: <a href=\"theconversation.com\">theconversation.com<\/a><\/p>\n<ul>\n<li>The AI vision systems rely on visual cues, like surface texture, making them susceptible to errors with small visual changes.<\/li>\n<li>AI systems lack the context and broader context understanding that humans have, leading to potential misclassifications, such as recognizing a vandalized stop sign as something else.<\/li>\n<li>Human visual perception is adaptive, driven by meaning and linked to interaction with the world, organized into structured mental representations.<\/li>\n<li>AI systems focus narrowly on specific features or labels, without integrating new information into an existing knowledge web as humans do.<\/li>\n<li>To improve representational alignment in AI, researchers aim to develop systems that mimic human psychological tasks and learning, using human similarity judgments to shape AI understanding.<\/li>\n<li>Misalignment in how AI and humans represent the world can result in significant real-world consequences, particularly in high-stakes domains such as healthcare, where decisions rely on accurate representation.<\/li>\n<li>Training AI using principles drawn from human perception, such as similarity, context, and relational structure, can lead to safer, more accurate, and more ethical AI systems.<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI doesn\u2019t \u2018see\u2019 the way that you do, and that could be a problem when&#8230;<\/p>\n","protected":false},"author":1,"featured_media":194816,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/images.theconversation.com\/files\/722819\/original\/file-20260309-58-qpbyu3.jpg?ixlib=rb-4.1.0&rect=0%2C2178%2C3798%2C1899&q=45&auto=format&w=1356&h=668&fit=crop","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-194815","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/194815"}],"collection":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=194815"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/194815\/revisions"}],"predecessor-version":[{"id":194817,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/194815\/revisions\/194817"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/194816"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=194815"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=194815"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=194815"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}