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Factlen ExplainerTech LawExplainerAug 14, 2026, 7:10 AM· 5 min read· in perspectives

Does the 'Duty of Care' Standard for Algorithms Mark the End of Section 230 or the Birth of a New First Amendment?

The legal strategy to hold tech platforms accountable has shifted from targeting user content to suing over algorithmic design, setting up a historic collision with the First Amendment.

By Ines Oliveira

Product Liability Advocates 35%First Amendment Defenders 35%Tech Industry Counsel 30%
Product Liability Advocates
Argue that algorithms are engineered products that must be subject to safety standards to prevent foreseeable harm.
First Amendment Defenders
Maintain that algorithmic curation is a form of editorial discretion protected from government regulation.
Tech Industry Counsel
Leverage both Section 230 and the First Amendment to shield platforms from liability and regulation.

What everyone gets wrong about the battle over the internet's future is the battlefield itself. For a decade, the public debate has fixated on content moderation—whether platforms should take down hate speech, leave up controversial opinions, or be treated as neutral public squares. But that debate is already obsolete. The real legal fight has moved past the content users post and onto the code platforms write.[6]

The new frontier of tech regulation is the "duty of care." This is a foundational concept in product liability law: the idea that a manufacturer owes a legal obligation to design its products safely. Just as a car company must install working brakes and a toy manufacturer cannot use lead paint, a growing coalition of lawmakers and plaintiffs argues that tech companies must design their recommendation algorithms to prevent foreseeable harm.[4]

Here is the reality we must confront: imposing a duty of care on algorithms might successfully bypass the tech industry's traditional legal shield, but it crashes headfirst into the First Amendment. You cannot regulate how a platform curates and amplifies speech without inherently regulating speech itself. This collision is setting up the most consequential constitutional showdown in the history of the modern internet.[6]

To understand how we arrived at this paradox, we have to look at the law that built the web: Section 230 of the Communications Decency Act. Drafted in 1996 for a dial-up era of chronological message boards, the statute immunizes platforms from liability for what their users type. If a user posts defamatory content, the user is liable, not the platform that hosted it.[2][5]

The shifting legal frameworks governing internet platforms.

For twenty-five years, Section 230 acted as an impenetrable force field for the tech industry. Lawsuits attempting to hold platforms accountable for radicalizing videos, viral challenges, or harassment campaigns were routinely dismissed. Courts consistently ruled that holding a platform liable for recommending harmful content was indistinguishable from treating the platform as the publisher of that content.[1][2]

But plaintiffs eventually found a loophole: product design. Lawyers realized they could not sue a platform over the content of a dangerous viral video. So, they started suing over the design of the algorithm that pushed the video into a child's feed. They argued that infinite scroll, autoplay, and behavior-responsive recommendations are not third-party speech; they are first-party products engineered by the company.[1]

Lawyers realized they could not sue a platform over the content of a dangerous viral video.

This strategy is beginning to work. Recent federal appellate rulings have suggested that when an algorithm proactively recommends a specific piece of content, that recommendation is the platform's own action, not just passive hosting. If an algorithm is a product, the logic goes, then Section 230 does not protect it from standard product liability claims.[2][6]

Lawmakers are rushing to codify this distinction. Federal proposals like the Kids Online Safety Act explicitly impose a duty of care on algorithmic design, requiring platforms to test and mitigate features that cause foreseeable psychological harm to minors. The goal is to force platforms to prioritize user safety over raw engagement optimization.[4]

But here is the strongest counter-argument, and the reason this regulatory push faces a massive constitutional hurdle. If an algorithm's curation is the platform's own action, then it is the platform's own speech. You cannot separate the design of a recommendation engine from the editorial choices it makes about what information to display.[5][6]

Courts are increasingly being asked to decide whether algorithms are products or protected speech.

The Supreme Court recently validated this exact defense. In Moody v. NetChoice, the Court largely agreed that algorithmic curation is a form of editorial discretion. A platform deciding what goes at the top of your feed is exercising its First Amendment rights, much like a newspaper editor deciding what stories go on the front page. The automation of that judgment does not strip it of constitutional protection.[3]

This creates a profound legal paradox. If algorithms are just neutral hosting tools, Section 230 protects them. If they are expressive editorial choices, Section 230 might not apply, but the First Amendment absolutely does. Tech companies are now arguing that their algorithms are their constitutionally protected voice, meaning any government attempt to dictate how those algorithms work is a violation of free speech.[3][6]

A duty of care standard requires platforms to alter their editorial judgment to prevent societal or psychological harm. But the government dictating how a publisher must curate speech to avoid causing distress is exactly the kind of state intervention the First Amendment was written to forbid. If the government cannot tell a bookstore to stop recommending controversial novels, it likely cannot tell a platform to stop recommending controversial videos.[5]

The constitutional paradox shielding recommendation algorithms.

We are heading toward a definitive Supreme Court showdown that will determine the architecture of the digital age. If the duty of care standard survives, the era of unchecked algorithmic amplification will end, replaced by a heavily regulated environment where platforms must prove their code is safe.[1][4]

But if the First Amendment defense prevails, the consequences are equally staggering. Tech platforms will trade the statutory shield of Section 230 for the absolute constitutional armor of the First Amendment. The era of Section 230 may be ending, but the legal doctrine replacing it might prove even harder to pierce.[3][6]

Key points

  • The legal battle over tech regulation has shifted from user content to algorithmic product design.
  • Lawmakers are pushing a 'duty of care' standard to force platforms to design safer recommendation engines.
  • Plaintiffs argue that Section 230 does not shield a company's own algorithmic product design.
  • Tech companies counter that algorithmic curation is editorial discretion protected by the First Amendment.
  • The Supreme Court's recent rulings suggest that regulating algorithms may violate free speech protections.

Key terms

Duty of Care
A legal obligation requiring companies to adhere to a standard of reasonable care while designing products to prevent foreseeable harm.
Section 230
A 1996 law that protects internet platforms from being held legally liable for the content posted by their users.
Algorithmic Curation
The automated process by which a platform decides which content to display, amplify, or hide in a user's feed.
Editorial Discretion
The First Amendment right of a publisher to choose what speech to distribute and how to present it.

Frequently asked

What is the duty of care for algorithms?

It is a proposed legal standard that would require tech companies to design and test their recommendation algorithms to ensure they do not cause foreseeable physical or psychological harm.

Why doesn't Section 230 protect algorithms?

Recent legal arguments suggest that while Section 230 protects platforms from liability for user content, it does not protect them from liability for their own product design choices, such as how an algorithm works.

How does the First Amendment protect algorithms?

The Supreme Court has indicated that deciding how to organize and present third-party content is a form of editorial judgment, which is protected as free speech.

Sources

Source coverage

6 outlets

3 viewpoints surfaced

Product Liability Advocates 35%First Amendment Defenders 35%Tech Industry Counsel 30%
  1. [1]Minnesota Law ReviewProduct Liability Advocates

    Evolving Online Terrain in an Inert Legal Landscape: How Algorithms and AI Necessitate an Amendment of Section 230

    Read on Minnesota Law Review
  2. [2]WikipediaTech Industry Counsel

    Section 230

    Read on Wikipedia
  3. [3]U.S. Supreme CourtFirst Amendment Defenders

    Moody v. NetChoice, LLC (Slip Opinion)

    Read on U.S. Supreme Court
  4. [4]Congress.govProduct Liability Advocates

    S.1409 - Kids Online Safety Act

    Read on Congress.gov
  5. [5]Electronic Frontier FoundationFirst Amendment Defenders

    Section 230 of the Communications Decency Act

    Read on Electronic Frontier Foundation
  6. [6]Factlen Editorial TeamTech Industry Counsel

    Synthesis by Factlen editorial team

    Read on Factlen Editorial Team

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