OpenAI's video app Sora implemented standard "addictive" UI/UX features (infinite scroll, algorithmic feed) but failed to retain users because its AI content wasn't compelling. This acts as a real-world "placebo trial," challenging the legal theory that platform features alone are what make social media addictive.

Social media platforms view user addiction as a key performance indicator. They employ cognitive scientists to engineer products that maximize engagement. Users blaming themselves for their inability to log off are not in a fair fight; they are playing a "rigged game" designed by experts to capture their attention.

Deleting an app like Instagram for many months causes its algorithm to lose understanding of your interests. Upon returning, the feed is generic and unengaging, creating a natural friction that discourages re-addiction. A short, week-long break, however, triggers aggressive re-engagement tactics from the platform.

Social media algorithms can be trained. By actively blocking or marking unwanted content as "not interested," users can transform their "for you" page from a source of distracting content into a valuable, curated feed of recommended information.

The comparison to the tobacco industry highlights a key difference: nicotine is an addictive chemical present in all cigarette brands. If social media features like "infinite scroll" were the equivalent, any app with them would be addictive. Since many fail, it suggests the true addictive element is the unique, ever-changing user content.

Contrary to adult assumptions, many teens worry about their own screen time. They feel the pull of persuasive design features like infinite scroll and notifications just as adults do, but they have less-developed self-regulation to resist. This reframes the screen time battle from 'adults vs. teens' to a shared struggle against technology.

The addictiveness of social media stems from algorithms that strategically mix positive content, like cute animal videos, with enraging content. This emotional whiplash keeps users glued to their phones, as outrage is a powerful driver of engagement that platforms deliberately exploit to keep users scrolling.

The next wave of social media regulation is moving beyond content moderation to target core platform design. The EU and US legal actions are scrutinizing features like infinite scroll and personalized algorithms as potentially "addictive." This focus on platform architecture could fundamentally alter the user experience for both teens and adults.

Andy Stumpf and a fellow SEAL challenged each other to drastically cut screen time. Despite success achieved by using less-addictive laptop interfaces, both quickly reverted to old habits. This highlights that platform design, not a lack of willpower, is the primary driver of social media addiction, affecting even the most disciplined individuals.