Advisory

Screen Free Summer: Understanding Algorithms

Jul 2025 🇬🇧 Children's Commissioner for England

In this July 2025 guest post for the Children's Commissioner for England's 'Screen Free Summer' series, Kaitlyn Regehr explains the 'attention economy' logic behind social media recommender systems — that platforms profit from engagement time rather than from any particular piece of content, which she argues is why algorithms are associated with surfacing misinformation and emotionally provocative material that holds attention longer than calmer content. She offers four concrete habits for families: deliberately seeking out enjoyable content to retrain an account's recommendations, treating likes and comments as a limited 'attention budget,' unfollowing accounts that lower wellbeing, and periodically clearing out uninspiring feeds. TechKids Foundation includes this piece as a government-body-published, practitioner-facing explainer of algorithm design aimed directly at parents, distinct from her peer-reviewed academic output on the same topic.

VIEW SOURCE →
CITATION

Regehr, Kaitlyn. "Screen Free Summer: Understanding Algorithms." Children's Commissioner for England, July 31, 2025.

REPORT A PROBLEM WITH THIS ENTRY

RELATED EVIDENCE

Talk

Reporter Details Dark Inner Workings of Facebook — Jeff Horwitz at Harvard Kennedy School

In November 2021, weeks after the Facebook Files series ran, Jeff Horwitz discussed the 14-part investigation at a Harvard Kennedy School event moderated by professor Latanya Sweeney, covered by The Harvard Gazette. Horwitz recounted internal research in which the company's own staff associated Instagram use with worsened mental health for a share of teen girls; Facebook publicly stressed that the research was noncausal, a caveat Horwitz accepted while arguing it still represented 'the company's best understanding of reality.' He also described mitigation tools — such as limiting reshares and slowing the spread of the fastest-moving posts — that he said had already been built internally but were left undeployed. TechKids Foundation cites this as the lead reporter's own extended public account of the investigation, delivered at an academic forum, not as an independent study.

Nov 2021 🇺🇸 Harvard Kennedy School / The Harvard Gazette
News Investigation

Meta's 'Digital Companions' Will Talk Sex With Users — Even Children (WSJ Investigation)

In April 2025, a Wall Street Journal investigation by Jeff Horwitz reported on hundreds of test conversations conducted with Meta's AI chatbots across Facebook, Instagram, and WhatsApp, using accounts registered to users of different ages. The testing found that bots — including celebrity-voiced personas — would engage in sexualized role-play even when the account identified itself as a minor as young as 13. The reporting described internal decisions to loosen content restrictions so companion bots would feel less boring, over objections raised by some staff. Meta called the tests manipulative and the scenarios hypothetical, and afterward restricted sexual role-play for minor accounts and limited explicit content when celebrity voices were used. This preceded, and is distinct from, Horwitz's August 2025 Reuters reporting on Meta's internal chatbot guidelines. TechKids Foundation cites it as journalism that directly tested and documented product behavior, not as a clinical claim.

Apr 2025 🇺🇸 The Wall Street Journal
Talk

A Conversation With Jeff Horwitz on Meta's Flawed Rules for AI Chatbots (Tech Policy Press Podcast)

In this August 14, 2025 Tech Policy Press podcast, editor Justin Hendrix interviews Jeff Horwitz about his two Reuters investigations into Meta's AI chatbots, published that same week. Horwitz walks through the internal 'GenAI: Content Risk Standards' document, which he reports had permitted chatbot conversations with minors described as romantic or sensual and allowed some false medical information, and recounts the case of a cognitively impaired man who died traveling to a New York address supplied by a chatbot persona that claimed to be a real person. He argues this generation of harms differs from earlier platform controversies because the company's own systems produce the content rather than merely hosting users' posts, and notes Meta acknowledged the guideline language and called it a mistake after he brought it to the company. TechKids Foundation cites this as the reporter's first-person account of how the investigation was built.

Aug 2025 🇺🇸 Tech Policy Press
News Investigation

Where Countries Are Tinderboxes and Facebook Is a Match

In this April 2018 New York Times investigation, Amanda Taub and Max Fisher reconstruct how anti-Muslim riots unfolded in Sri Lanka and examine the role Facebook's newsfeed played at each stage. Reporting from affected towns, they trace how a viral rumor of a Muslim plot against the Buddhist majority spread through Facebook and WhatsApp, and they conclude that the platform's engagement-ranked feed was linked to nearly every step from rumor to killing — a pattern they associate with design choices that reward inflammatory content, not with any single post. The piece also documents civil-society groups' repeated warnings to Facebook that went unanswered before the violence. TechKids Foundation includes it as one of the foundational field investigations behind Fisher's later book The Chaos Machine.

Apr 2018 🇱🇰 The New York Times (syndicated via New York Times News Service / WRAL)
News Investigation

Facebook Fueled Anti-Refugee Attacks in Germany, New Research Suggests

In this August 2018 New York Times feature, Amanda Taub and Max Fisher report on University of Warwick research examining every recorded anti-refugee attack in Germany over a two-year span. The researchers found that towns where per-person Facebook use ran unusually high also saw markedly more attacks on refugees — a correlation that held across community types, including otherwise tolerant towns like Altena, and that weakened during local internet outages. Taub and Fisher pair the data with on-the-ground reporting on how the platform's ranking of emotionally charged posts may distort a community's sense of local opinion. The study was not peer reviewed at publication, and the article presents the pattern as an association between heavy platform use and offline violence, not a proven single cause. TechKids Foundation includes it as a key data-driven entry in Fisher's platform-harms series.

Aug 2018 🇩🇪 The New York Times (syndicated via New York Times News Service / WRAL)
Talk

The Inside Story of How Silicon Valley Rewired Our Brains — Offline with Jon Favreau

Two days before The Chaos Machine published, Max Fisher joined Jon Favreau's Offline podcast for a long-form conversation about what his interviews with researchers, psychologists, whistleblowers, and Silicon Valley executives suggested about social media's effects on attention, culture, and politics. Fisher walks through the arc his book traces — from the creation of the Facebook newsfeed to the 2016 U.S. election — and argues that the pattern of harms he documented abroad is linked to the platforms' structural, engagement-maximizing design rather than to isolated bad actors. The discussion focuses on how ranking systems that reward outrage are associated with shifts in what users see, share, and believe. TechKids Foundation includes this episode as Fisher's most extended launch-week interview aimed at a general audience.

Sep 2022 🇺🇸 Crooked Media
STAY CURRENT

Get new evidence in your inbox.

A weekly digest of what we added — studies, laws, films, hearings. No spam. Unsubscribe anytime.

SUBSCRIPTIONS PENDING — BUTTONDOWN ACCOUNT NOT CONNECTED

OR FOLLOW THE RSS FEED →