{"id":9594,"date":"2026-01-09T04:02:42","date_gmt":"2026-01-09T04:02:42","guid":{"rendered":"https:\/\/mailitics.com\/index.php\/2026\/01\/09\/decoding-black-box-ai-with-human-readable-data-descriptions-and-influence\/"},"modified":"2026-01-09T04:02:42","modified_gmt":"2026-01-09T04:02:42","slug":"decoding-black-box-ai-with-human-readable-data-descriptions-and-influence","status":"publish","type":"post","link":"https:\/\/mailitics.com\/index.php\/2026\/01\/09\/decoding-black-box-ai-with-human-readable-data-descriptions-and-influence\/","title":{"rendered":"Decoding black box AI with human-readable data descriptions and influence"},"content":{"rendered":"<p>    Decoding black box AI with human-readable data descriptions and influence<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n    <!-- no image --><br \/>\n \t<BR><br \/>\n<BR><\/BR><\/p>\n<div>Artificial intelligence (AI), particularly deep learning models, are often considered black boxes because their decision-making processes remain difficult to interpret. These models can accurately identify objects\u2014such as recognizing a bird in a photo\u2014but understanding exactly how they arrive at these conclusions is a significant challenge. Until now, most interpretability efforts have focused on analyzing the internal structures of the models themselves.<\/div>\n<p> \t<BR><br \/>\n <BR><\/BR><\/p>\n<p> \t<BR><br \/>\n<BR><\/BR><br \/>\n<a href=\"https:\/\/techxplore.com\/news\/2026-01-decoding-black-ai-human-readable.html\">Go to techxplore<\/a><br \/>\n \t<BR><br \/>\n <BR><\/BR><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Decoding black box AI with human-readable data descriptions and influence Artificial intelligence (AI), particularly deep learning models, are often considered black boxes because their decision-making processes remain difficult to interpret. These models can accurately identify objects\u2014such as recognizing a bird in a photo\u2014but understanding exactly how they arrive at these conclusions is a significant challenge. [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[54,45],"tags":[50],"class_list":["post-9594","post","type-post","status-publish","format-standard","hentry","category-computer-sciences","category-techxplore","tag-techxplore"],"_links":{"self":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/9594"}],"collection":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/comments?post=9594"}],"version-history":[{"count":0,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/9594\/revisions"}],"wp:attachment":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/media?parent=9594"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/categories?post=9594"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/tags?post=9594"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}