Instagram’s Big Tobacco Reckoning: Can Meta Fix Its Gluttonous Algorithm Without Killing the Platform?

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By: Oliver Hawthorne

Instagram faces its Big Tobacco moment. Its core features—algorithm recommendations, infinite scroll, autoplay—are both its biggest draw and its biggest legal liability. Four U.S. states accuse Meta of designing these tools to hook young users. The industry grapples with a brutal contradiction: fix the addiction, and risk breaking what makes Instagram work.

California, Colorado, Kentucky, and New Jersey are taking Meta to court. They claim the company built Instagram and Facebook to keep teens hooked. Meta faces theoretical penalties of $1.4 trillion. But the bigger question isn’t the fine—it’s what happens if forced to gut its engagement tools. Larry Magid, a long-time online safety advocate and Meta advisor, once compared social media to chocolate. Unlike cigarettes, he argued, it had real benefits: connecting friends, building communities, sharing information. But algorithms changed everything. Infinite scroll and autoplay act like a grocery store restocking chocolate bars before you finish. “It encourages gluttony,” Magid says. He tried switching his Facebook feed to chronological order, ditching the recommendation engine. It was boring. He switched back. Magid has worked with Meta since 2005, when Facebook expanded beyond colleges to high schools. He’s watched the platform shift from friend-focused to algorithm-driven, prioritizing influencers and strangers over personal connections. His own feed is benign—aviation content, news, occasional political debates. But teens tell him a different story: they see misogyny, homophobia, racism. The same personalization that serves Magid airplane content targets teens with harmful material. Meta says less than 1% of its revenue comes from Instagram teens. It disputes the states’ claims, citing strong teen protections. But the trial is creating a public record of internal documents and testimony. Even if Meta wins, its board can’t unlearn what comes out.

Meta’s commercial loop relies on maximizing user time on platform. Ad revenue follows engagement, and its algorithms are tuned to deliver endless content that keeps users scrolling. But this loop is now threatening the company’s future. Magid’s insight cuts through the noise: dialing back aggressive recommendations won’t cripple revenue. Less than 1% of Meta’s revenue comes from Instagram teens, so restricting features for this group is a low-risk move. Trust, not endless scroll, could be the new driver of long-term revenue. The industry end-game isn’t about banning addictive features entirely. It’s about rebalancing platform design to prioritize user agency over engagement metrics. For Meta, this means shifting back to social media’s roots—connecting users to the people and interests they choose, not the content algorithms think they’ll click. Even if the company wins the trial, the public record will force its board to act. The era of unregulated engagement is over.

Author bio: Oliver Hawthorne, principal correspondent at Global Tech Review, covers social media regulation and platform design trends.