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TECH & SOCIAL CONTROL
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2016 - Present18 min read

Social Media Manipulation

The Twitter Files revealed government agencies flagging content for removal. The Facebook Files showed the company knew its products harmed teens. Murthy v. Missouri tested the limits of government-platform coordination.

90/100 5 sources 4 connections 3 key players
Twitter FilesFacebook FilescensorshipalgorithmsSection 230First Amendment

Facebook's own research showed Instagram was toxic for teen girls. Twitter's internal files showed the FBI flagging accounts for removal. The algorithms that decide what billions of people see are designed to maximize engagement — which means maximizing outrage. These aren't bugs. They're the business model.

Overview

In December 2022, new Twitter owner Elon Musk granted journalists access to internal communications that became known as the "Twitter Files." The documents revealed extensive coordination between government agencies — including the FBI, DHS, and White House — and Twitter to flag and suppress content, particularly around COVID-19, the Hunter Biden laptop story, and election-related posts.

Separately, Facebook whistleblower Frances Haugen leaked thousands of internal documents to the Wall Street Journal in 2021, published as "The Facebook Files." The documents showed that Facebook's own research found Instagram was harmful to teen mental health, that the company's algorithm amplified divisive and inflammatory content, and that the platform applied different content moderation standards to high-profile users through a program called "XCheck."

The legal battle over government-platform coordination reached the Supreme Court in Murthy v. Missouri (2024). The Court ruled 6-3 that the plaintiffs lacked standing to challenge the government's communications with social media platforms, declining to rule on the underlying First Amendment question. Justice Alito's dissent argued the government's actions constituted "the most important free speech case to reach this Court in years."

The broader question of algorithmic manipulation remains unresolved. Internal documents from multiple platforms show that recommendation algorithms are designed to maximize engagement, which research consistently shows favors emotional, divisive, and extreme content. Platform design choices that drive this engagement are deliberate engineering decisions, not neutral reflections of user preferences.

"Instagram's own internal research found that '32% of teen girls said that when they felt bad about their bodies, Instagram made them feel worse.' The company's researchers wrote: 'We make body image issues worse for one in three teen girls.' This research was concealed from the public."

Timeline

2018VERIFIED

Cambridge Analytica Scandal

Facebook data of 87 million users harvested without consent for political targeting.

UK ICO investigation, FTC settlement

September 2021VERIFIED

Facebook Files Published

WSJ publishes internal Facebook documents leaked by Frances Haugen showing the company knew its products caused harm.

Wall Street Journal, SEC filings

October 2021VERIFIED

Haugen Senate Testimony

Frances Haugen testifies before Senate Commerce Committee about Facebook's internal knowledge of harms.

Senate hearing transcript

December 2022VERIFIED

Twitter Files Begin

Internal Twitter communications released showing government-platform coordination on content moderation.

Published Twitter Files

June 2024VERIFIED

Murthy v. Missouri Ruling

Supreme Court rules 6-3 that plaintiffs lack standing, declining to rule on whether government jawboning violated the First Amendment.

Supreme Court opinion

Key Players

Frances Haugen

Facebook Whistleblower

Former Facebook data scientist who leaked internal research showing the company knew its products harmed teens.

Matt Taibbi

Journalist

Published initial Twitter Files threads revealing government-platform content moderation coordination.

Yoel Roth

Former Twitter Trust & Safety Head

Oversaw content moderation including suppression of the Hunter Biden laptop story. Testified before Congress.

Government Content Flagging

VERIFIED

The Twitter Files revealed that multiple government agencies maintained regular communication channels with social media platforms to flag content for review or removal. The FBI held weekly meetings with Twitter and other platforms where they flagged specific accounts and posts.

The DHS established a Disinformation Governance Board (quickly disbanded after public backlash) and maintained contacts with platforms through CISA (Cybersecurity and Infrastructure Security Agency). White House officials sent direct messages to platform employees requesting the removal of specific posts, including satirical content.

Defenders argue that government agencies were flagging genuine foreign influence operations and dangerous health misinformation. Critics counter that the scale and nature of the flagging — particularly targeting domestic political speech and legitimate debate about COVID policies — amounted to a censorship apparatus that circumvented the First Amendment by using private companies as intermediaries.

"Facebook's data on 87 million users was harvested without consent through a personality quiz app. Facebook knew about it in 2015 but didn't tell users until the press exposed it in 2018."

The Algorithm Problem

DOCUMENTED

Facebook's own internal research, leaked by Frances Haugen, showed that the company's algorithm changes in 2018 amplified divisive and inflammatory content. The company's researchers found that "misinformation, toxicity, and violent content are inordinately prevalent among reshares" and that the algorithm's emphasis on engagement disproportionately promoted this content.

Instagram's internal research found that 32% of teen girls said that when they felt bad about their bodies, Instagram made them feel worse. The company's researchers wrote that "we make body image issues worse for one in three teen girls." This research was concealed from the public and from Congress.

The fundamental design choice — optimizing for engagement rather than user wellbeing or information accuracy — is a business decision, not a technical inevitability. Engagement-optimized algorithms generate more advertising revenue but systematically favor emotional, extreme, and divisive content. Every platform that has publicly discussed its algorithmic choices has confirmed this tradeoff.

"Justice Alito's dissent in Murthy v. Missouri argued the government's communications with platforms constituted 'the most important free speech case to reach this Court in years.' The majority declined to rule on the merits."

Cambridge Analytica

VERIFIED

The 2018 Cambridge Analytica scandal revealed that data from 87 million Facebook users had been harvested without consent through a personality quiz app. The data was used by Cambridge Analytica, a political consulting firm, for voter profiling and targeted political advertising in the 2016 US presidential election and the Brexit referendum.

Facebook had known about the data harvesting since 2015 but did not inform users or take significant action until the Guardian and New York Times published their investigations in 2018. The FTC fined Facebook $5 billion — the largest privacy fine in history, but less than one month of the company's revenue.

Cambridge Analytica's parent company, SCL Group, had contracts with the UK Ministry of Defence and had conducted political campaigns in developing countries using similar psychographic targeting techniques. The company dissolved after the scandal, but its techniques and personnel dispersed into the broader political consulting industry.

The Bottom Line

Social media manipulation operates on two levels: platforms manipulating users through engagement-optimized algorithms, and governments manipulating platforms through content flagging and pressure. Both are documented. Neither has been effectively regulated.

Primary Sources5 cited

1

Twitter Files

Internal Documents

Internal Twitter communications released by Elon Musk through selected journalists.

2

Facebook Internal Research (Haugen)

Leaked Documents

Internal Facebook documents showing the company's knowledge of product harms.

3

Murthy v. Missouri Supreme Court Opinion

Court Document

2024 Supreme Court ruling on government-platform communication.

4

Senate Hearing Transcripts

Congressional Record

Congressional hearings on social media practices and content moderation.

5

FTC Facebook Settlement

Government Record

$5 billion FTC privacy settlement over Cambridge Analytica data breach.

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