TikTok

How Social Media Recommendation Algorithms Shape Content, Behavior, and Regulation Worldwide

Social media platforms such as TikTok, Instagram, and YouTube rely on sophisticated recommendation systems that analyze user behavior to predict engagement rather than simply ordering posts chronologically. These algorithms form candidate sets and rank content using signals including watch time, likes, comments, and device data, creating personalized feeds that can diverge significantly between users. Research shows mixed effects on political views and mental health, with personalization capable of both amplifying polarization and reducing it depending on optimization goals. Regulatory responses vary: China mandates transparency and youth mode limits on Douyin, the EU's Digital Services Act requires non-profiled alternatives for large platforms, and Russia enforces disclosure rules under Federal Law No. 408-FZ since 2023. Practical steps allow users to reset recommendations and provide negative feedback to retrain feeds. The article debunks myths of dopamine addiction and inevitable radicalization while highlighting both risks and benefits of algorithmic curation.

Fake GTA and Ghost Casino Apps Flood Google Play Early Access with Scam Promises

Unscrupulous developers are exploiting Google Play's Early Access program to distribute applications that make false promises of earnings through fake games and casino experiences. These apps lack public ratings and reviews, preventing disappointed users from warning others before installation. Bitdefender reports that the scheme is heavily promoted via advertisements on TikTok, Facebook, and other social networks, often featuring deepfakes of actors, athletes, and celebrities to build credibility. Users are lured with offers of PayPal payments, cryptocurrency, gift cards, and casino jackpots, but the apps deliberately slow progress near withdrawal thresholds. After installation, the software displays generous virtual winnings that never translate into real payouts. The campaign relies on aggressive advertising and misleading interfaces to maximize installations before users realize the fraud.

Russia to Enforce Smartphone Ban During School Lessons Starting September 2026

From September 1, 2026, Russian school students will be prohibited from using mobile phones during classes under a new ministerial order from the Ministry of Education. The restriction, already outlined in federal law, will be detailed by the order to specify its application in schools, according to Minister Sergey Kravtsov. Phones may only be used in emergencies, such as threats to life or health of students and teachers. Activities like messaging, gaming, social media access, or using AI tools for quick answers are explicitly not permitted. Schools retain flexibility on phone use during breaks, allowing individual institutions to set their own rules. The Ministry of Digital Development has confirmed no nationwide ban on social networks for minors is planned, leaving platforms like TikTok and Telegram accessible outside class hours.