Algorithm-Harm

Frances Haugen Senate Testimony Exposes Facebook Algorithmic Harm to Children and Democracy

| Importance: 10/10

Former Facebook product manager Frances Haugen testifies before the U.S. Senate that Facebook’s products harm children, stoke division, and weaken democracy, backed by tens of thousands of internal company documents showing Facebook executives knew about Instagram’s severe mental health …

Frances Haugen Facebook Mark Zuckerberg U.S. Senate Richard Blumenthal facebook whistleblower frances-haugen algorithm-harm teen-mental-health +5 more
Read more →

Facebook Rolls Back Election Safety Measures Immediately After 2020 Vote, Enabling "Stop the Steal" Misinformation

| Importance: 10/10

Facebook dismantles election safety measures immediately after the 2020 vote, prematurely rolling back safeguards designed to combat misinformation despite internal warnings. The decision enables “Stop the Steal” conspiracy theories to spread virally through the platform’s …

Facebook Mark Zuckerberg Frances Haugen Donald Trump Civic Integrity Team facebook election-manipulation january-6 misinformation algorithm-harm +5 more
Read more →

YouTube Pedophile Ring Enabled by Recommendation Algorithm Exposed by Matt Watson

| Importance: 10/10

On February 17, 2019, YouTuber Matt Watson published a viral investigation exposing how YouTube’s recommendation algorithm facilitated what he called a “wormhole into a soft-core pedophile ring”—systematically clustering videos of minors and serving them to predators while …

YouTube Google Matt Watson (investigative YouTuber) Pedophile networks Disney +3 more youtube child-exploitation algorithm-harm content-moderation-failure pedophile-networks +2 more
Read more →

Facebook Admits Platform Used to "Incite Offline Violence" in Myanmar Genocide, Implements No Systemic Changes

| Importance: 10/10

Facebook publicly admits that its platform was used to “foment division and incite offline violence” in Myanmar’s genocide against Rohingya Muslims, acknowledging the UN’s determination that Facebook played a “determining role” in violence that killed thousands …

Facebook Mark Zuckerberg United Nations Rohingya Muslims Myanmar Military facebook genocide myanmar rohingya corporate-accountability +3 more
Read more →

Research Shows YouTube Recommends Conspiracy Theories 80% More Than Factual Content

| Importance: 9/10

By 2018, comprehensive academic research from UC Berkeley, Harvard, and other institutions documented that YouTube’s recommendation algorithm systematically amplified conspiracy theories and misinformation over factual content—with some studies showing conspiracy videos received dramatically …

YouTube Google University of California Berkeley researchers Harvard researchers Counter Extremism Project +1 more youtube algorithm-harm conspiracy-theories misinformation academic-research +3 more
Read more →

Facebook Algorithm Amplifies Myanmar Military Hate Speech Enabling Rohingya Genocide

| Importance: 10/10

Facebook’s engagement-maximizing algorithm proactively amplifies Myanmar military’s anti-Rohingya hate speech and genocide propaganda, directly contributing to systematic ethnic cleansing that kills thousands and displaces over 700,000 Rohingya Muslims. The platform’s surveillance …

Facebook Mark Zuckerberg Myanmar Military (Tatmadaw) Rohingya Muslims United Nations +1 more facebook genocide myanmar rohingya algorithm-harm +6 more
Read more →

YouTube Algorithm Optimizes for Watch Time, Systematically Amplifies Extremism

| Importance: 9/10

By 2016, YouTube’s recommendation algorithm had become what researchers characterized as a “radicalization engine”—systematically amplifying extremist content and pushing users down rabbit holes of increasingly radical videos because extreme content generated more watch time, which …

YouTube Google Guillaume Chaslot (former YouTube engineer/whistleblower) Zeynep Tufekci (researcher) youtube algorithm-harm radicalization extremism misinformation +3 more
Read more →