Attorney Advertising · Informational Only · Not Legal Advice · Editorial Policy

Closing Arguments Reveal New Details About How Platforms Keep Users Hooked

Closing arguments in a landmark social media addiction trial revealed how major platforms like Instagram, YouTube, and Facebook deliberately engineer their features to keep users—particularly teenagers—hooked through endless scroll, autoplay, notifications, and engagement metrics specifically designed to maximize time-on-platform. The trial, which featured closing arguments on March 12, 2026, in Los Angeles County Superior Court and March 23, 2026, in New Mexico, centers on the case of K.G.M. (Kaley) and 1,600+ consolidated plaintiffs representing 350+ families and 250+ school districts.

During these closing arguments, evidence emerged showing that tech companies internally compared their platforms to addictive substances and manipulative tactics, fundamentally shifting how the legal system may view social media’s role in harming young users’ mental health. The trial began in early February 2026 with defendants Meta (which owns Instagram and Facebook) and YouTube/Google facing allegations that their platform designs—not third-party content—caused psychological harm to teenagers who became dependent on constant notifications, likes, and algorithmic feeds. The case is particularly significant because it challenges the long-standing legal protections tech companies have relied on under the Communications Decency Act, which previously shielded them from liability for user-generated content. With 2,000+ pending lawsuits waiting for this verdict, the outcome could force the tech industry to fundamentally redesign how social media platforms engage users.

Table of Contents

What Evidence Revealed About Platform Addiction Tactics

During closing arguments, lawyers presented evidence comparing Instagram’s endless scroll feature and YouTube’s autoplay feature to “free tortilla chips at a restaurant that users mindlessly consume.” This comparison directly addressed how platforms remove friction and decision-making from the user experience, making it difficult for people—especially teenagers—to simply stop scrolling or watching. The endless scroll eliminates the natural stopping point that physical media like magazines or television schedules once provided. Instead of reaching the end of a feed and deciding whether to engage with more content, users find infinite content continuously loaded, making the act of stopping feel unnatural.

Underlying these design choices is what trial evidence called “the attention economy model”—a system where platforms profit not from what users see, but from how long they stay on the platform. Every additional minute a user spends scrolling is converted into advertising impressions sold to brands. Notifications and engagement metrics (likes, comments, shares) are engineered specifically to trigger dopamine responses, particularly in teenage brains that are neurologically wired to crave social approval and peer validation. The trial revealed that platforms use sophisticated algorithms to show users content that generates the most engagement, creating a feedback loop that keeps teenagers checking their phones compulsively throughout the day.

What Evidence Revealed About Platform Addiction Tactics

What Happened Inside Platform Companies When They Realized the Problem

Perhaps the most damaging evidence came from leaked internal Instagram documents presented during closing arguments. Employees within meta explicitly compared themselves to “drug pushers,” acknowledging that “Teens are hooked despite how it makes them feel. Instagram is addictive, and time-spend on platform is having a negative impact on mental health.” This wasn’t speculation or outside criticism—it was the company’s own team recognizing the addictive design and harm while the platforms continued operating with the same features intact. These internal admissions became central to the plaintiff’s argument because they demonstrated knowledge of harm combined with deliberate inaction.

However, the defense presented its own counter-argument, contending that K.G.M.’s mental health struggles predated her social media use and that platforms may have actually served as a coping mechanism for her. The defense also attempted to distinguish YouTube from other platforms, arguing that YouTube should not be classified as social media because it lacks the peer-comparison features (public likes, public comments on profiles) that make Instagram and Facebook psychologically addictive. This distinction matters legally because some of the addiction mechanisms—particularly the craving for social approval through visible metrics—don’t apply to YouTube in the same way. The defense used this nuance to argue that YouTube should face different liability standards than Instagram.

Scope of Social Media Addiction LitigationOriginal Plaintiffs1600CountFamilies Represented350CountSchool Districts250CountPending Lawsuits Nationwide2000CountSource: Los Angeles County Superior Court trial documents, March 2026

The core legal dispute centers on whether platform liability stems from the design of the platform itself or from user-generated content posted on it. Historically, the Communications Decency Act has protected platforms from liability for what third parties post, allowing companies to claim they’re merely neutral hosting providers. The plaintiff’s legal team argued that this protection doesn’t apply when the harm comes from how the platform is engineered—the algorithmic feeds, notification systems, and endless scroll—rather than from content anyone posted.

This distinction is crucial because it shifts liability away from the platform’s status as a “publisher” toward its status as a product designer. If the jury agrees with this argument, it could open the door for similar cases against any platform that uses design features specifically chosen to maximize engagement at the expense of user well-being. Technology companies have long claimed they cannot be responsible for how their products are used or how users feel, but this trial questions whether designing a product to be deliberately habit-forming crosses a legal line. The stakes extend beyond social media: if platforms can be held liable for intentional design choices that cause harm, it raises questions about how video games, streaming services, and any engagement-focused technology might face similar challenges.

Legal Arguments That Could Change How Tech Companies Face Liability

The Scale of This Case and What It Means for Pending Lawsuits

The trial involves 1,600+ plaintiffs consolidated into a single case, representing 350+ families and 250+ school districts. This consolidation matters because, if the jury rules in favor of the plaintiffs, it establishes precedent that could dramatically speed up the resolution of the 2,000+ pending lawsuits currently filed against Meta and Google. Each pending lawsuit essentially pauses while courts wait to see how this foundational case resolves. A verdict favoring the plaintiffs would likely trigger settlement discussions with tech companies and could result in significant damages awards or court-ordered changes to platform design.

The trial began in early February 2026, with no firm date set for when the jury will reach its verdict. The jury deliberation process itself could take weeks, as jurors must evaluate complex evidence about neurobiology, technology design, product liability law, and causation—proving that the platforms’ specific design choices caused the plaintiffs’ mental health issues. Notably, Snapchat and TikTok settled before the trial began, suggesting that these companies calculated the legal and reputational risks as too high to contest in court. Their settlement decisions provide some indication that platform makers recognize potential liability for their design choices, even as Meta and YouTube chose to fight the case.

Why the Verdict Matters for All Social Media Users

If the plaintiffs prevail, the verdict could force Instagram, Facebook, YouTube, and other platforms to fundamentally redesign how they present content and send notifications. Tech companies might be required to implement features that limit daily usage, remove endless scroll, or display content chronologically rather than algorithmically. Such changes would represent an unprecedented shift in how the most-used social media platforms operate, potentially affecting billions of users worldwide. However, platforms might resist by arguing that any design changes violate user preferences or Free Speech principles, creating years of follow-up litigation even after a plaintiff victory.

The warning here is important: even if the jury rules against Meta and Google, the actual enforcement of design changes could be slower and more limited than advocates hope. Tech companies have vast legal resources and can appeal verdicts, lobby for legislative changes, or claim that any modifications are technically impractical. Additionally, if the verdict is narrow—ruling that only specific design features are liable, rather than the entire business model—platforms could make token changes while preserving most engagement-maximizing tactics. The real impact will depend not just on whether plaintiffs win, but on how strictly courts enforce any remedies.

Why the Verdict Matters for All Social Media Users

The Settlement Trend and What It Signals

Snapchat and TikTok’s pre-trial settlements send a strong message that some platform makers calculated their litigation risk as prohibitively high. When major tech defendants choose to settle rather than go to trial, it typically signals that their internal analysis shows substantial legal vulnerability. These settlements likely included design changes, damages, or both—though the specific terms have not been fully disclosed.

The fact that Snapchat and TikTok settled before closing arguments even occurred suggests their legal teams concluded that the evidence against them was particularly strong. Meta and Google’s decision to contest the case in court, by contrast, signals that they believe their legal arguments about the Communications Decency Act, causation, and design intent will prevail. Their defense strategies—particularly YouTube’s claim that it shouldn’t be treated as social media—represent calculated bets that the jury will find these distinctions compelling. The contrast between the companies that settled and those that fought illustrates how different platforms assessed the same legal landscape differently.

What Comes Next and the Future of Platform Accountability

The verdict, expected sometime after jury deliberations conclude in the coming weeks, will fundamentally shape whether social media platforms can be held legally accountable for design choices that engineers and executives knew were addictive. If plaintiffs win, expect similar cases to accelerate through courts nationwide, as the 2,000+ pending lawsuits move forward with established precedent. If defendants win, it will reinforce the legal shield that platforms have relied on for decades, though this outcome seems less likely given the strength of the leaked internal documents.

Regardless of the verdict, the trial has already shifted cultural and political perceptions of social media. Regulators in Congress and state legislatures have intensified calls for new laws specifically addressing platform design and teenager exposure to addictive features. The trial may matter less for its direct legal outcome than for catalyzing legislative action that could impose design restrictions, age-appropriate protections, and transparency requirements on all social platforms. The question is no longer whether platforms use addictive design—the trial has proven they do—but whether courts, legislatures, or users will force them to change.

You Might Also Like

Open Settlements You Can Claim Now

Browse current class action settlements accepting claims — several require no proof of purchase:

Caring for someone with dementia? Find practical guides at HelpDementia.com. Working out a skin routine? Evidence-based answers at AcneAdvocate.com. Forgot the name of a movie? Identify it at FindThisMovie.com. Was your data exposed? Track active breaches at DataBreachRadar.com.

We use cookies to run this site, measure how it’s used, and show ads. Choose “Essentials only” to limit cookies to what the site needs to work. Privacy Policy.