Frances Haugen Whistleblower Documents (2021) - Former Facebook product manager who leaked thousands of internal Meta documents to the SEC, Wall Street Journal, and Congress, revealing Instagram knew its algorithms were harming teen mental health
⚖️ Federal Multidistrict Litigation (MDL) - Ongoing mass-tort cases where federal judges have allowed claims to proceed against Meta for "algorithmically driven product design" that's allegedly addictive and harmful to minors
🏛️ 40+ State Attorneys General Coalition Lawsuit - Bipartisan legal action accusing Meta of knowingly exploiting young users through algorithmic design, infinite scroll, and constant notifications despite internal knowledge of harm
🇪🇺 Amsterdam District Court Ruling (Digital Services Act) - European court ordered Meta to provide a persistent chronological feed option, finding Instagram's algorithmic timeline design functioned as an illegal "dark pattern"
📊 Meta's Own Internal Research - Leaked slides showed "We make body image issues worse for one in three teen girls" and that among teens with suicidal thoughts, 6% of American girls and 13% of British girls linked those thoughts directly to Instagram
💰 Meta SEC Filing Warning - Company warned investors that potential exposure from algorithm-addiction and youth-harm claims could reach "tens of billions" of dollars
📰 The Markup Investigation - Created nearly 100 test accounts and documented that Instagram deletes captions, hides comments, and shadowbans content without notifying users
🔓 XCheck Whitelist Scandal - Internal documents revealed millions of VIP users (celebrities, politicians) were shielded from normal content enforcement rules that apply to regular users
What You'll Learn:
✅ The Official Algorithm (2025): How Instagram's Feed, Reels, Stories, and Explore algorithms rank content using your behavior—likes, saves, comments, watch time, and shares
✅ The Leaked Evidence: What Frances Haugen's documents and Meta's own internal research revealed about teen mental health harm, body image issues, and suicide risk
✅ Dark Pattern Design: Infinite scroll, intermittent variable rewards, dopamine-driven notifications, and why psychologists call it a "slot machine"
✅ What Courts Are Saying: Federal judges allowing "defective product" claims, state AGs accusing Meta of knowingly exploiting minors, and European courts forcing chronological feed options
✅ Algorithmic Inequality: The XCheck VIP whitelist system, "borderline content" suppression, shadowbanning investigations, and who the algorithm secretly favors
✅ How to Fight Back: Practical steps to protect your attention and mental health—chronological feeds, deliberate algorithm training, notification management, and boundaries for teens
0:00 Intro
1:11 Algorithm
3:23 Dopamine Slot Machine
6:08 Court Cases
8:08 Whitelists and Shadowbans
9:29 Take back Control
10:58 I post daily
By the end of this video, you'll understand more about Instagram's algorithm than most people who use it every day—and you'll never scroll the same way again.
💬 If someone in your life needs to see this—a friend who scrolls until 3 AM, a parent worried about their teen, or a creator who thinks "the algorithm is random"—share this video. The more people understand how this machine works, the harder it is for it to work on them.
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