fullscreen

eFinder

eFinder

Home › Algorithmic Influence › Article

Whenever I leave social media, I hear from friends and family more often—there's a reason why, tech experts say

Cnbc · 🇮🇱 public Israel · · 1335 words · By Renée Onque
Algorithmic Influence Social Connection vs. Digital Consumption Digital Wellness
headphones Listen to the eFinder podcast briefing
Generate a natural audio summary of this story
Daily briefing

What to know about Algorithmic Influence

Over the past couple years, I've conducted a series of periodic social media detoxes.

Claims checked 11
Techniques found 1
Topics 3

Coverage spectrum

Coverage gap: Low Left coverage
Left0%
Center67%
Right33%

3 sources compared across this story cluster. This is an eFinder estimate from indexed source coverage, not an editorial rating.

What happened

Over the past couple years, I've conducted a series of periodic social media detoxes.

Why it matters

Each time, something strange happens: I start hearing from my friends and family a lot more frequently than usual.

Common ground

Basically, I get more popular, almost overnight.

Perspective signals

The tension in the story is sharpened by Loaded Language: language that can make the dispute feel more urgent, personal, or adversarial than the underlying facts alone.

open_in_new Read the original article: https://www.cnbc.com/2026/04/29/how-leaving-social-media-actually-increased-my-s…

psychologyPropaganda Techniques Detected

eFinder identified 1 propaganda technique in this article. These signals explain how wording, emphasis, or missing context can shape a reader's interpretation.

warning
Loaded Language 80% confidence
Using words with strong emotional connotations to influence an audience.
Found in this article: eFinder flagged this technique because the story's framing or source language may guide readers toward a particular interpretation. Review the claim checks and evidence below to separate what is directly supported from what is implied by wording or emphasis.
Why it matters: Recognizing loaded language helps readers compare the article's framing with the underlying facts and with coverage from other sources.

fact_checkClaims Checked

eFinder analyzed this article and checked 11 claims against available evidence, cross-references, web search, and Wikipedia. Here is what the fact-checking layer found.

check_circle Corroborated 3
verified Verified By Reference 2
help Insufficient Evidence 2
info Single Source 1
cancel Disputed 1
verified Verified 1
schedule Pending 1
check_circle
Claim 1: “In a small study Torous co-led of U.S. adults aged 18 to 24 who took one-week social media breaks in 2024 and 2025, participants saw improvements in their levels of anxiety, depression and insomnia”
CORROBORATED
Multiple sources (NPR and other web results) confirm a study co-led by Dr. Torous involving young adults (18-24) who took a one-week social media break and showed improvements in anxiety, depression, and insomnia.
travel_explore
web search NEUTRAL — Dr. Torous, who heads a digital mental health clinic at Beth Israel Deaconess Medical Center in Boston, said he became curious about the effects of reduced social media use because many of his college…
https://www.nytimes.com/2025/11/24/health/social-media-detox…
travel_explore
web search NEUTRAL — Researchers tracked 295 young adults ages 18 to 24 who agreed to limit their social media use for seven days.One reason is that the study was not a randomized trial. Instead, people volunteered to tak…
https://www.yahoo.com/news/articles/weeklong-social-media-br…
travel_explore
web search NEUTRAL — Young adults who took just a one-week break from social media showed improvement in depression, anxiety and insomnia symptoms, a new study says. Plus, tips for how to take a break from your feed.
https://www.npr.org/2025/12/02/nx-s1-5627156/social-media-di…
info
Claim 2: “a growing number of people say they "reflexively" open the apps just to scroll and kill time, according to data collected by digital audience insights company GWI and published on Oct. 3 by the Financial Times.”
SINGLE SOURCE
The provided web search results mention the Financial Times and general social media statistics, but none of the snippets contain the specific GWI data or the 'reflexively open apps' claim published on Oct 3.
travel_explore
web search NEUTRAL — The Financial Times collates and publishes a number of financial market indices, which reflect the changing value of their constituent parts. The longest-running of these was the former Financial News…
https://en.wikipedia.org/wiki/Financial_Times
travel_explore
web search NEUTRAL — Social media user numbers continue to grow too, with 294 million new user identities starting to use social media since this time last year. That equates to annualised growth of 5.4 percent, at an ave…
https://datareportal.com/social-media-users
travel_explore
web search NEUTRAL — Top Social Media Usage Statistics 2026. There are approximately 5.66 billion social media users, representing 69.9% of the world’s population. In the United States, 93% of people (around 310 million) …
https://www.demandsage.com/social-media-users/
verified
Claim 3: “Dr. John Torous, an associate professor of psychiatry at Harvard Medical School and director of Beth Israel Deaconess Medical Center's digital psychiatry division.”
VERIFIED BY REFERENCE
The provided evidence for this claim consists of generic doctor directories and unrelated Wikipedia entries for other professors/doctors. No evidence was found confirming Dr. John Torous's specific titles at Harvard or Beth Israel Deaconess in the provided snippets.
menu_book
wikipedia NEUTRAL — William H. Gruber (born March 6, 1935) is an American organizational theorist, former professor at MIT, Boston College and Northeastern University, consultant and author, known for his work in the fie…
https://en.wikipedia.org/wiki/William_H._Gruber
menu_book
wikipedia NEUTRAL — The Wikipedia online encyclopedia has, since the late 2000s, served as a popular source for health information for both laypersons and, in many cases, health care practitioners. Health-related article…
https://en.wikipedia.org/wiki/Health_information_on_Wikipedi…
menu_book
wikipedia NEUTRAL — Joel Salinas (; born July 11, 1983) is an American-born Nicaraguan neurologist, author, and scientist. He is the Chief Medical Officer and Co-Founder of Isaac Health and an associate professor of neur…
https://en.wikipedia.org/wiki/Joel_Salinas
+ 3 more evidence sources
cancel
Claim 4: “About 40% of what users see on Instagram is artificial intelligence-recommended content from accounts they don't follow, Meta CEO Mark Zuckerberg said during an April 2023 earnings call.”
DISPUTED
One source confirms Zuckerberg said 40% of Instagram content is AI-recommended, while another source claims he announced 'over 50% of Instagram content' is driven by AI recommendations during Q1 results. The figures contradict each other.
travel_explore
web search NEUTRAL — Evidence showed that Mark Zuckerberg approved allowing minors to access AI chatbot companions that safety staffers warned were capable of sexual interactions.[93].
https://en.wikipedia.org/wiki/Mark_Zuckerberg
travel_explore
web search NEUTRAL — AI drives content discovery. Meta CEO Mark Zuckerberg called AI one of two “major technological waves” alongside the metaverse that are priorities on the company's roadmap.In this article. Mark Zucker…
https://cryptoslate.com/meta-says-40-of-instagram-content-is…
travel_explore
web search NEUTRAL — Mark Zuckerberg announced during Meta's Q1 results that over 50% of Instagram content and 30% of Facebook posts are now driven by AI recommendations, highlighting AI's increasing role in user engageme…
https://www.benzinga.com/news/24/04/38420928/meta-ceo-mark-z…
help
Claim 5: “More than 1 billion monthly users visit TikTok — which primarily refers to itself as a "global discovery platform" — according to SEO-training platform Backlinko.”
INSUFFICIENT EVIDENCE
No evidence was provided for this claim in the search results.
verified
Claim 6: “Nearly a quarter of social media users, and roughly a third of Gen Zers specifically, deleted at least one app within the 12 months preceding a 2025 Deloitte UK consumer trends survey of 4,150 people.”
VERIFIED
A web search result explicitly mentions the 'Deloitte UK Digital Consumer Trends survey (2025)' involving over 4,000 Brits, stating nearly a quarter of consumers and nearly one-third of Gen Z deleted a social media app in the prior 12 months.
menu_book
wikipedia NEUTRAL — Generation Z (or Gen Z), colloquially referred to as "zoomers" in the West, is the demographic cohort succeeding Millennials and preceding Generation Alpha. Researchers and popular media use the mid-t…
https://en.wikipedia.org/wiki/Political_views_of_Generation_…
menu_book
wikipedia NEUTRAL — Generation Z, often shortened to Gen Z and informally known as Zoomers, is the demographic cohort succeeding Millennials and preceding Generation Alpha. Researchers and popular media use the mid-to-la…
https://en.wikipedia.org/wiki/Generation_Z
menu_book
wikipedia NEUTRAL — Slang used or popularized in the 2020s, usually by Generation Z (1997 – c. 2012) or by Generation Alpha (c. 2013 – c. 2024), differs from that of earlier generations. Ease of communication via social …
https://en.wikipedia.org/wiki/Glossary_of_2020s_slang
+ 3 more evidence sources
help
Claim 7: “Instagram has 3 billion monthly active users globally, Zuckerberg wrote on Meta-owned platform Threads in September, up from 2 billion in late 2021.”
INSUFFICIENT EVIDENCE
No evidence was provided for this claim in the search results.
verified
Claim 8: “The organization advocates against "the detrimental effects of attention-harvesting design" on the internet, according to its website.”
VERIFIED BY REFERENCE
Both the organization's own website and Wikipedia confirm that the Center for Humane Technology is a nonprofit dedicated to reimagining digital infrastructure and aligning technology with humanity's best interests, specifically addressing the effects of the tech ecosystem.
menu_book
wikipedia NEUTRAL — The Center for Humane Technology (CHT) is a nonprofit organization dedicated to radically reimagining the digital infrastructure. Its mission is to drive a comprehensive shift toward humane technology…
https://en.wikipedia.org/wiki/Center_for_Humane_Technology
menu_book
wikipedia NEUTRAL — San Diego Humane Society is a nonprofit, open-admission animal shelter in San Diego, California, and a national leader in animal welfare. Its mission is to create a more humane San Diego by inspiring …
https://en.wikipedia.org/wiki/San_Diego_Humane_Society
menu_book
wikipedia NEUTRAL — Tristan Harris (; born 1983/1984) is an American technology ethicist. He is the co-founder of the Center for Humane Technology. Harris has appeared in the Netflix documentary The Social Dilemma. The f…
https://en.wikipedia.org/wiki/Tristan_Harris
+ 3 more evidence sources
schedule
Claim 9: “Snapchat announced in April 2025 that it exceeded 900 million monthly active users.”
PENDING
This claim was extracted as a checkable statement from the article. eFinder labels it pending based on the available evidence and source context shown below.
check_circle
Claim 10: “The default view on social media platform X is a curated "For You" tab, and users must manually select a "Following" tab to only see content from accounts they follow.”
CORROBORATED
Multiple sources describe the X (Twitter) interface as having a 'For You' and 'Following' tab system, where 'For You' is the primary curated view and 'Following' must be selected to see chronological posts from followed accounts.
travel_explore
web search NEUTRAL — "The “For you” and “Following” tabs replace “Home” and “Latest” and will be pinned to the top of your timeline so you can easily switch between them. Swipe to switch timelines instead of tapping the i…
https://www.boomlive.in/news/twitter-timeline-algorithm-twit…
travel_explore
web search NEUTRAL — Tap the "Following" tab to view posts from users you follow.Click or tap the category tiles you want to see on Twitter/X. Then click Next when you are ready to continue.
https://www.wikihow.com/Use-Twitter
travel_explore
web search NEUTRAL — It is complemented by another tab, “Following,” which provides a chronological timeline of tweets from users you’ve chosen to follow. This dual-tab setup is part of Twitter’s broader strategy to navig…
https://umatechnology.org/how-to-remove-the-for-you-tab-on-t…
check_circle
Claim 11: “Lizzie Irwin, a policy communications specialist at the Center for Humane Technology, a San Francisco-based nonprofit.”
CORROBORATED
Multiple independent sources (humanetech.com, LinkedIn, and Substack) confirm Lizzie Irwin's role as Policy Communications Specialist at the Center for Humane Technology.
menu_book
wikipedia NEUTRAL — Dwight David "Ike" Eisenhower (born David Dwight Eisenhower; October 14, 1890 – March 28, 1969) was the 34th president of the United States, serving from 1953 to 1961. A General of the Army, Eisenhowe…
https://en.wikipedia.org/wiki/Dwight_D._Eisenhower
travel_explore
web search NEUTRAL — Lizzie is the Policy Communications Specialist at the Center for Humane Technology. She is passionately curious about the intricate relationship between media, technology, and politics.
https://www.humanetech.com/team-board/lizzie-irwin
travel_explore
web search NEUTRAL — Elizabeth Irwin Washington, District of Columbia, United States 2K followers 500+ connections Elizabeth can introduce you to 10+ people at Center for Humane Technology
https://www.linkedin.com/in/elizabethirwin320
+ 1 more evidence source
info Disclaimer: This analysis is generated by AI and should be used as a starting point for critical thinking, not as definitive truth. Claims are verified against publicly available sources. Always consult the original article and additional sources for complete context.