Regulatory bodies in the European Union and findings from independent research indicate systemic failures in the moderation of content for minors and the employment of deceptive user interfaces by major technology firms.

歐盟監管機構與獨立研究結果指出，大型科技公司在未成年人內容審核方面存在系統性失效，並採用了欺騙性的使用者介面。

The Irish media regulator, Coimisiun na Mean, has commenced an investigation into Meta to determine if the company utilizes 'dark patterns'—manipulative interface designs—to impede users' ability to opt out of profiling-based recommender systems. This inquiry focuses on potential violations of Article 27 of the Digital Services Act (DSA), which mandates that EU citizens possess the autonomy to modify their algorithmic feeds. Should a breach be established, Meta faces administrative financial sanctions of up to 6% of its global annual revenue, potentially totaling €20 billion. The European Commission has further asserted that Meta failed to diligently mitigate the risks associated with users under the age of 13 accessing its services.

愛爾蘭媒體監管機構 Coimisiun na Mean 已對 Meta 啟動調查，以確定該公司是否利用「黑暗模式」——即操縱性的介面設計——來阻礙使用者退出基於分析的推薦系統。此次調查重點在於是否違反《數位服務法》(DSA) 第 27 條，該條款規定歐盟公民應擁有修改其演算法饋送的自主權。若被認定違規，Meta 將面臨最高達其全球年收入 6% 的行政罰金，總額可能高達 200 億歐元。歐盟委員會進一步主張，Meta 未能盡職地降低 13 歲以下使用者使用其服務的相關風險。

Parallel to these regulatory actions, an investigation by the Anadolu Agency's Discrimination Line utilized simulated 14-year-old profiles to evaluate the recommendation algorithms of Instagram, YouTube, and X. The findings suggest a prioritization of user engagement over child safety, as algorithms rapidly transitioned from neutral content to violent and adult material. Specifically, the study noted that X failed to uphold its internal policies regarding age verification, allowing simulated minors to access explicit communities. Similarly, YouTube and Instagram were observed to promote disturbing imagery and 18-plus content through their discovery mechanisms.

與這些監管行動平行，Anadolu Agency 的 Discrimination Line 進行的一項調查利用模擬的 14 歲設定檔來評估 Instagram、YouTube 和 X 的推薦演算法。結果顯示，平台將使用者參與度置於兒童安全之上，演算法迅速從中立內容轉向暴力和成人內容。具體而言，研究指出 X 未能遵守其關於年齡驗證的內部政策，允許模擬的未成年人進入成人社群。同樣地，YouTube 和 Instagram 被觀察到透過其探索機制推播令人不安的影像及 18 禁內容。

In response to these challenges, Meta's director of public policy in Ireland, Dualta O Broin, informed an Oireachtas committee that the company has implemented 'teen accounts' and AI-driven enforcement to remove underage users. Concurrently, national governments are adopting more stringent legislative frameworks; for instance, Türkiye recently passed legislation restricting social media access for children under 15 and mandating robust age verification systems, mirroring a global trend toward increased platform accountability.

針對這些挑戰，Meta 在愛爾蘭的公共政策總監 Dualta O Broin 告知 Oireachtas 委員會，公司已實施「青少年帳戶」並利用 AI 執行以移除未成年使用者。與此同時，各國政府正採取更嚴格的立法框架；例如，土耳其近期通過立法，限制 15 歲以下兒童使用社交媒體，並強制要求建立強而有力的年齡驗證系統，反映了全球趨向增加平台問責制的趨勢。

Meta and other social media entities remain under significant regulatory pressure to align their algorithmic curation and interface designs with international safety and transparency standards.

Meta 及其他社交媒體實體仍面臨巨大的監管壓力，以使其演算法推薦與介面設計符合國際安全與透明度標準。