Originally designed as a platform for keeping in touch with loved ones, Facebook has become a space where content that provokes strong reactions can gain considerable visibility. This shift, brought to light by internal documents revealed in 2021, can be explained by the growing role of algorithms, the pursuit of engagement, and the company’s business decisions. The film The Social Reckoning draws on this investigation to examine the consequences of a system that can amplify anger, misinformation, and hate speech.
Originally, reconnecting with loved ones
When it launched, Facebook was first presented as a tool for connecting people. Users could find friends, classmates, or family members and share news, photos, and opinions with a relatively identifiable circle. The platform made it easier to maintain exchanges that already existed offline, while also allowing people to reconnect with those they had lost touch with.
This social function has not disappeared, but it has gradually become part of a much broader environment. Facebook has become a global company, an entertainment space, an advertising tool, and, for a significant proportion of its users, a source of information. The news feed therefore no longer simply displays posts from people users know: it selects, ranks, and recommends content according to criteria designed to hold their attention.
This shift is at the heart of The Social Reckoning, Aaron Sorkin’s new look at the company, nearly sixteen years after The Social Network. Inspired by the Facebook Files, a collection of internal documents made public following the Wall Street Journal investigation in 2021, the film focuses on the effects of the platform’s transformation into a major player in the public sphere.
When engagement becomes the main measure
For a platform funded primarily by advertising, the time users spend viewing the feed and their interactions with posts have economic value. The more users view, comment, share, or react, the more opportunities Facebook has to serve ads and collect data about their behavior. Engagement thus becomes an essential indicator of the service’s performance.
News feeds are organized by recommendation systems that try to anticipate which content will interest each person. These mechanisms can favor posts that quickly trigger strong reactions. Nuanced or complex information sometimes attracts fewer comments than a provocative, alarmist, or accusatory message. When interactions serve as a signal of relevance, content that provokes anger can consequently receive wider circulation.
The problem lies not only in the existence of algorithms, but also in the objectives that guide their design and the way their effects are measured. A system optimized to maximize reactions does not always distinguish lasting interest in information from the outrage it provokes. It may therefore give greater visibility to misleading or hostile content, even when its circulation harms the quality of public discourse.
The Facebook Files revelations
The internal documents at the heart of the Facebook Files fueled questions about what the company knew about the consequences of its decisions. Frances Haugen, a former Facebook data specialist, passed thousands of documents to journalist Jeff Horwitz of the Wall Street Journal. The published material notably highlighted internal concerns about how certain recommendation mechanisms could amplify polarizing content and contribute to negative effects on groups of users, including teenagers.
These revelations also brought the question of corporate responsibility to the fore. Knowing that a system can produce undesirable effects does not necessarily mean that every harmful post is intentional or that every consequence is predictable. But it raises a major question: what does a platform do when it has evidence that its products may promote the spread of dangerous content, and that some corrective measures could reduce engagement?
In The Social Reckoning, Aaron Sorkin stages the encounter between the whistleblower and the journalist investigating these documents. The story shifts the focus from the creation of the network to its large-scale operation: the decisions made by a powerful company, the data revealing their effects, and the difficulty of getting internal warnings heard.
Competition and the turn toward virality
Facebook’s transformation also took place amid intense competition. As new platforms attract users, the network seeks to hold on to their attention. In 2018, as user habits evolve and new services gain ground, Facebook makes changes, among other things, to how its feed prioritizes content that generates interactions.
In such an environment, virality can favor messages that provoke an immediate reaction. Content designed to annoy, shock, or divide—sometimes described by the term rage bait—can attract many comments and shares. This dynamic does not mean that all users seek confrontation, or that every popular post is hateful. Rather, it shows that a system centered on reactions can give the most emotional content a visibility advantage.
Anger then becomes a resource for capturing attention. It can mobilize communities, deepen divisions, and turn the feed into a space of repeated confrontation. Personalized recommendations can also confine some users to environments where their beliefs are constantly reinforced, while opposing viewpoints appear in simplified or hostile forms.
From online polarization to offline consequences
Social networks do not act alone and do not mechanically determine political behavior. However, they can accelerate the spread of rumors, facilitate group coordination, and make aggressive rhetoric more visible. When misleading information is reposted from one post to another, its repetition risks making it seem credible, even in the absence of verification.
The Social Reckoning links the platform’s operation to political events, notably the assault on the U.S. Capitol on January 6, 2021. The director chooses not to center the story on a particular figure or political camp: instead, the focus is on the rise of hatred and the mechanisms that can magnify it. This approach highlights a question broader than partisan debate alone: how can digital spaces be regulated when content circulates rapidly across borders and local contexts?
This question is part of an international debate about moderation and freedom of expression. In the United States, discussions about the authorities’ powers and the limits of their intervention in digital exchanges are regularly rekindled, as this article on the consequences of a Supreme Court decision concerning the Biden administration and social networks explains.
Moderating platforms: a difficult balance
Moderation involves complex trade-offs. A platform must limit content that threatens people or encourages violence while avoiding the improper removal of lawful opinions. It must also take into account differences in language, context, and law across countries. Moderation decisions can be criticized both for being considered too weak and for being seen as excessive or biased.
Regulatory responses vary from country to country. In Brazil, for example, the Supreme Court has strengthened the rules governing social networks’ liability, an evolution that illustrates the growing pressure on platforms to take greater responsibility for the content shared through their services. The debate also extends to institutions’ decisions about their presence on certain platforms: in Switzerland, federal officials have considered whether to continue their activity on X, as reported in this article on federal officials in Bern considering their presence on the social network.
The measures taken by platforms are also viewed through the lens of censorship. Protests against the blocking or restriction of YouTube channels show how moderation can become a political issue, particularly when governments or groups challenge the rules being applied. The demonstration discussed in this article about a protest in Moscow over the censorship of YouTube channels illustrates the difficulty of distinguishing between regulation, moderation, and control of expression.
A platform that has become a public space
Facebook is no longer just a digital address book. Its groups, pages, and news feeds host personal conversations, activist campaigns, journalistic information, and political debates. The platform thus helps shape how millions of people discover the news and react to events.
This evolution makes technical choices more important. The ranking of posts, recommendations, and sharing tools influence the visibility of messages, even though users remain able to choose what they view and share. The social network has become an environment where human connections are formed, but also a system for ranking and distributing information, as described in this exploration of the digital world of human connections.
The transformation described by Aaron Sorkin is thus the result of several factors coming together: a company that depends on attention, algorithms that rank content, constant competition between platforms, and the instantaneous circulation of information. An isolated outburst of anger can be amplified by shares, comments, and recommendations; repeated and dramatized, it can help foster a climate of distrust and polarization.
Criticism of Facebook is therefore not limited to individual posts. It concerns the architecture of the service and the incentives that determine what rises to the top of news feeds. By placing internal revelations and journalistic work at the center of its story, The Social Reckoning examines the power of a platform capable of transforming ordinary interactions into a global stream of information, emotions, and controversies.
