{"id":242611,"date":"2026-07-13T00:00:00","date_gmt":"2026-07-13T04:00:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/07\/13\/new-method-aims-to-keep-kids-safe-from-illegal-ai-generated-content-mit-news\/"},"modified":"2026-07-13T00:05:09","modified_gmt":"2026-07-13T04:05:09","slug":"new-method-aims-to-keep-kids-safe-from-illegal-ai-generated-content-mit-news","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/07\/13\/new-method-aims-to-keep-kids-safe-from-illegal-ai-generated-content-mit-news\/","title":{"rendered":"New method aims to keep kids safe from illegal AI-generated content | MIT News"},"content":{"rendered":"<p><a href=\"https:\/\/news.mit.edu\/2026\/new-method-keeps-kids-safe-from-illegal-ai-generated-content-0713\">New method aims to keep kids safe from illegal AI-generated content | MIT News<\/a><\/p>\n<p><a href=\"https:\/\/news.mit.edu\/2026\/new-method-keeps-kids-safe-from-illegal-ai-generated-content-0713\">https:\/\/news.mit.edu\/2026\/new-method-keeps-kids-safe-from-illegal-ai-generated-content-0713<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-07-13 00:00:00<\/a><\/p>\n<p>Source Domain: <a href=\"news.mit.edu\">news.mit.edu<\/a><\/p>\n<ul>\n<li>The rapid growth of generative artificial intelligence has led to the development and distribution of numerous open-source models that can be adapted for various tasks, including generating product renderings in specific artistic styles.<\/li>\n<li>Unfortunately, these same models can also be misused to produce illegal content such as hate speech and child sexual abuse material (CSAM), which has become a significant issue.<\/li>\n<li>In 2025, the National Center for Missing and Exploited Children received over 1.5 million reports of AI-generated CSAM, a sharp increase from 67,000 in 2024, exemplifying the growing problem.<\/li>\n<li>Traditional AI safety testing methods that rely on inspecting harmful outputs can\u2019t be applied to CSAM due to its illegality for any purpose.<\/li>\n<li>To address this, a team from MIT, led by graduate student Vinith Suriyakumar, in collaboration with researchers from Thorn, a child safety nonprofit, developed a new auditing approach.<\/li>\n<li>Their method examines the internal modifications made by the fine-tuning process without generating or inspecting any illegal outputs.<\/li>\n<li>They used a technique called Gaussian probing to analyze how the model\u2019s internal layers manipulate random data points, inferring whether it can produce CSAM based on these manipulations.<\/li>\n<li>Their approach was 100 percent accurate in identifying model variations adapted to generate CSAM, offering a scalable solution to detect and prevent the harmful use of open-source AI generative models.<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>New method aims to keep kids safe from illegal AI-generated content | MIT News https:\/\/news.mit.edu\/2026\/new-method-keeps-kids-safe-from-illegal-ai-generated-content-0713&#8230;<\/p>\n","protected":false},"author":1,"featured_media":242612,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/news.mit.edu\/sites\/default\/files\/images\/202607\/MIT-Nongenerative-Assessment-01-press.jpg","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[20],"class_list":["post-242611","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","tag-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/242611"}],"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=242611"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/242611\/revisions"}],"predecessor-version":[{"id":242613,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/242611\/revisions\/242613"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/242612"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=242611"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=242611"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=242611"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}