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EU says TikTok must disable ‘addictive’ features like infinite scroll, fix its recommendation engine

The European Commission has ordered TikTok to remove or redesign features such as infinite scroll, autoplay, push notifications and its recommendation engine, accusing the platform of creating “addictive” mechanics that target especially young users. The move marks a significant escalation in EU digital regulation, aiming to curb excessive screen time and improve user safety across the bloc.

Published

06 Feb 2026

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8 min read

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EU Demands TikTok Strip “Addictive” Features Like Infinite Scroll and Autoplay

The European Commission has taken a decisive step against one of the world’s most popular short‑form video platforms, accusing TikTok of deliberately engineering “addictive” mechanics. In a formal notice released on Friday, Brussels singled out infinite scroll, autoplay, push notifications, and the platform’s recommendation engine as features that must be disabled or fundamentally re‑engineered. The move marks a bold escalation in the EU’s digital policy agenda and could reshape the future of social‑media design, advertising, and user safety across the continent.

Background: TikTok’s Rise and EU Scrutiny

Since its 2016 launch, TikTok has grown from a niche lip‑sync app into a cultural juggernaut, boasting over 1 billion monthly active users worldwide. Its algorithmic feed—known as the “For You Page” (FYP)—has been praised for delivering highly personalized content at breakneck speed. Yet, the same algorithm has also drawn criticism for fostering endless consumption, boosting screen time, and, according to EU officials, encouraging digital addiction, especially among minors.

The European Union’s interest in TikTok intensified after a series of high‑profile incidents: viral challenges that resulted in injuries, allegations of data harvesting, and concerns that the platform’s design deliberately exploits psychological vulnerabilities. In response, the EU has been tightening its Digital Services Act (DSA) and Children’s Online Privacy Protection framework, positioning TikTok as a test case for the continent’s new regulatory muscle.

The EU’s Accusations: What Features Are Under Fire?

Infinite Scroll and Autoplay

At the heart of the EU’s complaint lies the infinite scroll paradigm—a UI pattern that automatically loads new content as users reach the bottom of the page, effectively erasing any natural stopping point. Coupled with autoplay, which launches the next video without user input, the combination creates a self‑reinforcing loop where users can spend hours scrolling without conscious awareness of time passing.

“The design choices made by TikTok are not neutral; they are engineered to keep users engaged for as long as possible,” the Commission stated, calling the pair “addictive hooks” that contravene emerging EU standards on digital well‑being.

Push Notifications and the Recommendation Engine

Push notifications—brief alerts that pop up even when the app is closed—have been flagged for their ability to lure users back into the platform at any hour. Meanwhile, TikTok’s recommendation engine, powered by machine‑learning models that predict user preferences in real time, is accused of amplifying echo chambers and prioritizing sensational content to maximize watch time.

EU regulators argue that the recommendation system lacks sufficient algorithmic transparency and human oversight, making it difficult for users—or even the platform itself—to understand why specific videos surface. This opacity, they claim, is a key driver of addictive behavior.

Legal Framework: Digital Services Act and Children’s Online Protection

The EU’s demands are anchored in two cornerstone pieces of legislation:

  1. Digital Services Act (DSA) – Enacted in 2022, the DSA imposes strict duties on large online platforms to mitigate systemic risks, provide transparent content‑moderation processes, and protect user autonomy. Under the DSA, “addictive design” can be interpreted as a systemic risk that requires mitigation strategies.

  2. Children’s Online Privacy Protection Directive (COPPA‑EU) – While not a direct GDPR clause, the directive obliges platforms to obtain verifiable parental consent for data processing of minors and to design age‑appropriate user experiences. Features like infinite scroll and autoplay are deemed particularly harmful for children under 13, who constitute a sizable portion of TikTok’s user base.

Failure to comply could result in fines of up to 6 % of global turnover, a penalty that would dwarf TikTok’s annual revenue and serve as a potent deterrent for other “attention‑economy” platforms.

Potential Impact on TikTok’s Business Model

User Engagement vs. Regulatory Compliance

TikTok’s meteoric growth is built on hyper‑personalized engagement metrics: average daily time spent, session length, and the sheer volume of videos consumed per user. Disabling infinite scroll and autoplay would fundamentally alter the user journey, potentially reducing session times and, by extension, the platform’s ad inventory.

However, TikTok could offset the loss through increased trust and regulatory goodwill, translating into higher advertiser confidence—especially among brands wary of association with platforms perceived as harmful to youth. In the long run, compliance may become a competitive advantage in markets where consumer protection is a priority.

Monetization Strategies and Advertising

Current TikTok advertising models hinge on real‑time bidding and native ad placements seamlessly woven into the endless feed. A more “paused” experience could necessitate a shift toward sponsored content that appears as stand‑alone posts or in‑app commerce experiences that interrupt the feed less aggressively. Brands may also be forced to adopt transparent disclosure practices to meet the EU’s upcoming “advertising clarity” standards.

Wider Industry Implications: A New Era for Social Media Design

The Rise of Ethical Design Standards

The EU’s stance aligns with a growing global discourse on ethical technology design. Companies like Instagram and Snapchat have already experimented with usage reminders and “time‑out” features. If the Commission’s demands are enforced, they could catalyze a baseline for ethical UI/UX across the industry, prompting designers to embed friction—such as optional “stop scrolling” prompts—into the core product.

Possible Ripple Effect on Competitors

Should TikTok be compelled to redesign its recommendation engine, competitors will likely follow suit to avoid a similar regulatory backlash. Meta’s Reels, YouTube Shorts, and emerging platforms in Asia could preemptively adjust their algorithmic feeds to showcase balanced content mixes and opt‑out mechanisms for autoplay, positioning themselves as “safe‑first” alternatives in the European market.

Technical Challenges: How TikTok Could Rebuild Its Engine

Algorithmic Transparency

One of the most daunting tasks will be making the recommendation algorithm explainable without sacrificing performance. The EU’s forthcoming guidelines call for model interpretability tools—such as SHAP (SHapley Additive exPlanations) values or LIME (Local Interpretable Model‑agnostic Explanations)—to be integrated into the content ranking pipeline.

# Example pseudocode: generating explainable scores for a video recommendation
from shap import KernelExplainer

def explain_recommendation(user_profile, candidate_video):
    # Obtain prediction from the black‑box model
    prediction = model.predict(user_profile, candidate_video)
    # Initialize SHAP explainer
    explainer = KernelExplainer(model.predict, background_data)
    # Compute SHAP values for the candidate
    shap_values = explainer.shap_values([user_profile, candidate_video])
    # Return a human‑readable explanation summary
    return {
        "prediction": prediction,
        "explanation": summarise_shap(shap_values)
    }

Providing users with a summary of why a video was recommended (e.g., “Because you watched X and Y”) could satisfy EU demands while preserving the algorithm’s core personalization capabilities.

Real‑Time Personalization Without Addictive Loops

TikTok can still deliver relevant content by applying session caps and time‑based throttling. For instance, after a user reaches a predefined watch‑time threshold (e.g., 30 minutes), the app could temporarily suspend autoplay and present a break suggestion with an optional “continue” button.

{
  "session_limit_minutes": 30,
  "action_on_limit": "show_break_prompt",
  "prompt_message": "You've been watching for 30 minutes. Take a short break?"
}

Such safeguards respect EU requirements while maintaining a fluid user experience.

Stakeholder Reactions: Users, Creators, Advertisers, and Regulators

  • Users: Early surveys indicate a split reaction; some applaud the move for promoting mental health, while power users fear a loss of “flow state” immersion.
  • Creators: TikTok influencers worry about reduced reach and lower revenue from fewer video impressions. However, creators focused on high‑quality, educational content may benefit from an algorithm that favors content diversity over virality.
  • Advertisers: Brands see an opportunity to align with responsible tech values, but demand clarity on how ad placements will shift.
  • Regulators: The European Commission has signaled readiness to enforce compliance swiftly, with potential interim fines for non‑compliance already on the table.

Future Outlook: Will the EU Set a Global Precedent?

The EU’s decisive action could reverberate far beyond its borders. Many non‑EU platforms already tailor their services to meet European standards to avoid market exclusion. If TikTok complies and demonstrates a sustainable “non‑addictive” model, it may become a template for global regulatory frameworks, influencing policy debates in the United States, Canada, and Australia.

Conversely, a prolonged legal standoff could trigger fragmented user experiences, where EU users see a stripped‑down version of TikTok while the rest of the world continues with the status quo. Such a split could accelerate the rise of regional alternatives designed with privacy and well‑being at the forefront.

Conclusion

The European Commission’s demand that TikTok disable its infinite scroll, autoplay, push notifications, and overhaul its recommendation engine signals a pivotal moment for the social‑media ecosystem. By confronting “addictive design” head‑on, the EU is not only protecting its citizens—especially children—from potential harms but also challenging the very economics of the attention economy.

For TikTok, compliance will require a delicate balance: preserving the personalized, engaging experience that fuels its massive growth while embedding ethical safeguards demanded by law. The technical journey will involve transparent algorithms, session capping, and possibly a re‑imagined UI that respects user autonomy.

Beyond TikTok, the ruling could usher in an era where ethical design becomes a market differentiator, compelling other platforms to reassess the trade‑offs between engagement metrics and societal responsibility. Whether the EU’s approach will cascade into a global standard remains to be seen, but the message is clear: the age of unchecked digital addiction is under scrutiny, and the next chapter of social media will be written with user well‑being firmly in view.

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