Its Time to Open the Black Box of Social Media – Scientific American
Social media platforms are where billions of people around the world go to connect with others, get information and make sense of the world. These companies, including Facebook, Twitter, Instagram, Tiktok and Reddit, collect vast amounts of data based on every interaction that takes place on their platforms.
And despite the fact that social media has become one of our most important public forums for speech, several of the most important platforms are controlled by a small number of people. Mark Zuckerberg controls 58% of the voting share of Meta, the parent company of both Facebook and Instagram, effectively giving him sole control of two of the largest social platforms. Now that Twitters board has accepted Elon Musks $44 billion offer to take the company private, that platform will likewise soon be under the control of a single person. All these companies have a history of sharing scant portions of data about their platforms with researchers, preventing us from understanding the impacts of social media to individuals and society. Such singular ownership of the three most powerful social media platforms makes us fear this lockdown on data sharing will continue.
After two decades of little regulation, it is time to require more transparency from social media companies.
In 2020, social media was an important mechanism for the spread of false and misleading claims about the election, and for mobilization by groups that participated in the January 6 Capitol insurrection. We have seen misinformation about COVID-19 spread widely online during the pandemic. And today, social media companies are failing to remove the Russian propaganda about the war in Ukraine that they promised to ban. Social media has become an important conduit for the spread of false information about every issue of concern to society. We dont know what the next crisis will be, but we do know that false claims about it will circulate on these platforms.
Unfortunately, social media companies are stingy about releasing data and publishing research, especially when the findings might be unwelcome (though notable exceptions exist). The only way to understand what is happening on the platforms is for lawmakers and regulators to require social media companies to release data to independent researchers. In particular, we need access to data on the structures of social media, like platform features and algorithms, so we can better analyze how they shape the spread of information and affect user behavior.
For example, platforms have assured legislators that they are taking steps to counter mis/disinformation by flagging content and inserting fact-checks. Are these efforts effective? Again, we would need access to data to know. Without better data, we cant have a substantive discussion about which interventions are most effective and consistent with our values. We also run the risk of creating new laws and regulations that do not adequately address harms, or of inadvertently making problems worse.
Some of us have consulted with lawmakers in the United States and Europe on potential legislative reforms like these. The conversation around transparency and accountability for social media companies has grown deeper and more substantive, moving from vague generalities to specific proposals. However, the debate still lacks important context. Lawmakers and regulators frequently ask us to better explain why we need access to data, what research it would enable and how that research would help the public and inform regulation of social media platforms.
To address this need, weve created this list of questions we could answer if social media companies began to share more of the data they gather about how their services function and how users interact with their systems. We believe such research would help platforms develop better, safer systems, and also inform lawmakers and regulators who seek to hold platforms accountable for the promises they make to the public.
Social media companies ought to welcome the help of independent researchers to better measure online harm and inform policies. Some companies, such as Twitter and Reddit, have been helpful, but we cant depend on the goodwill of a few companies, whose policies might change at the whim of a new owner. We hope a Musk-led Twitter will be as forthcoming as before, if not moreso. In our fast-changing information environment, we should not regulate and legislate by anecdote. We need lawmakers to ensure our access to the data we need to help keep users safe.
Link:
Its Time to Open the Black Box of Social Media - Scientific American
- Media: US plan suggests Russia will pay rent for control of Donbas - Apa.az - November 20th, 2025 [November 20th, 2025]
- Means of True Information Being Blocked: Sibal on 100th Episode of 'Dil Se' - The Quint - November 16th, 2025 [November 16th, 2025]
- Israel Approves First Reading of Death Penalty and Media Control Bills - ynews.digital - November 16th, 2025 [November 16th, 2025]
- Media Spinning Out of Control Again on Off-Year Elections - AMAC - November 16th, 2025 [November 16th, 2025]
- Netanyahu's Government Moves to Stifle Journalism and Take Control of the Israeli Media - Haaretz - November 7th, 2025 [November 7th, 2025]
- Media bill wont give government direct editorial control, but risks putting press in biased, moneyed hands - The Times of Israel - November 5th, 2025 [November 5th, 2025]
- Likud ministers contentious media regulation bill passes first reading in Knesset - The Times of Israel - November 5th, 2025 [November 5th, 2025]
- From CBS to TikTok, US media are falling to Trumps allies. This is how democracy crumbles | Owen Jones - The Guardian - October 31st, 2025 [October 31st, 2025]
- Denmark reportedly withdraws Chat Control proposal following controversy - therecord.media - October 31st, 2025 [October 31st, 2025]
- Opinion | Crypto and Trump Corrupted America - The New York Times - October 26th, 2025 [October 26th, 2025]
- After internal struggle, Colorados Libertarians look to pivot. It could impact Congress. - The Denver Post - October 26th, 2025 [October 26th, 2025]
- Argentina goes to polls amid economic crisis and Trump interference - The Guardian - October 26th, 2025 [October 26th, 2025]
- Five things to know about Argentina's pivotal midterm election - Purdue Exponent - October 26th, 2025 [October 26th, 2025]
- Milei promised to drain Argentinas swamp. Now hes sinki... - The Observer - October 26th, 2025 [October 26th, 2025]
- After Tunisian shipwreck kills 40, archbishop urges world to tackle migration crisis - Catholic News Agency - October 26th, 2025 [October 26th, 2025]
- Migrant prison farce proves the system is out of control - The Telegraph - October 26th, 2025 [October 26th, 2025]
- Labour blasted as 'too weak' to deport small boat migrants while pressure mounts on Keir Starmer to adopt Rwanda-style plan - GB News - October 26th, 2025 [October 26th, 2025]
- France backing away from pledge to intercept migrant boats, sources tell BBC - BBC - October 26th, 2025 [October 26th, 2025]
- Migrants abandon children on Spanish holidays so they can claim asylum - The Telegraph - October 26th, 2025 [October 26th, 2025]
- Ireland is making a dangerous mistake on immigration - The Telegraph - October 26th, 2025 [October 26th, 2025]
- Migrant sent back to France in one in, one out deal returns to UK - The Independent - October 26th, 2025 [October 26th, 2025]
- Syrian migrant with 'deep voice and receding grey hair' is ruled to be a child - GB News - October 26th, 2025 [October 26th, 2025]
- Stop lecturing migrant hotel protesters, Dublin is more proof of this total betrayal - Adam Brooks - GB News - October 26th, 2025 [October 26th, 2025]
- 'It's a FARCE!' Tom Harwood up in arms while Labour 'takes the mickey' with 'one in, one out' scheme - GB News - October 26th, 2025 [October 26th, 2025]
- Secret report reveals Home Office culture of defeatism on migration - The Telegraph - October 26th, 2025 [October 26th, 2025]
- Lammy: Catching migrant shows one in, one out is working - The Telegraph - October 26th, 2025 [October 26th, 2025]
- Migrant guilty of murdering woman with screwdriver - The Telegraph - October 26th, 2025 [October 26th, 2025]
- If UK controlled its own borders, killer illegal migrant would never have been here - Rakib Ehsan - GB News - October 26th, 2025 [October 26th, 2025]
- Mark White's Migration Monitor: The small boats farce continues - and the next act looks even darker - GB News - October 26th, 2025 [October 26th, 2025]
- Epping migrant STILL on the loose as David Lammy admits Ethiopian sex offender is 'at large in London' - GB News - October 26th, 2025 [October 26th, 2025]
- Cal State Invited Tech Companies to Remake Learning With A.I. - The New York Times - October 26th, 2025 [October 26th, 2025]
- Artificial intelligence (AI) - The Guardian - October 26th, 2025 [October 26th, 2025]
- Banking and Finance Symposium to Address AI, Technology Issues - University of Mississippi | Ole Miss - October 26th, 2025 [October 26th, 2025]
- AI Is Even Putting Animal Actors Out of Work - Futurism - October 26th, 2025 [October 26th, 2025]
- Impacts of artificial intelligence (AI) in teaching and learning of built environment students in a developing country - Taylor & Francis Online - October 26th, 2025 [October 26th, 2025]
- 3 Top Artificial Intelligence (AI) Stocks Ready for a Bull Run - The Motley Fool - October 26th, 2025 [October 26th, 2025]
- Israel playing catch-up in AI after two years of war - JNS.org - October 26th, 2025 [October 26th, 2025]
- Why Analysts See Alibabas Growth Story Changing With Cloud and AI Driving New Optimism - Yahoo Finance - October 26th, 2025 [October 26th, 2025]
- The AI Bubble Is Poised to Burst, Yet the Next One Is in the Works - 36Kr - October 26th, 2025 [October 26th, 2025]
- Beyond Chips: AI Infrastructure Spending Is Projected to Hit $490 Billion -- Who Benefits Most? - Yahoo Finance - October 26th, 2025 [October 26th, 2025]
- Jordan to lead MSUs AI efforts in new role, Willard named interim VP for research, economic development - Mississippi State University - October 26th, 2025 [October 26th, 2025]
- Artificial Intelligence and Medical Translation: An Editorial on the Ethical Considerations for Emerging Technologies in Dermatology - Cureus - October 26th, 2025 [October 26th, 2025]
- Scientists spent years teaching a robot to play sports. It's still terrible - BBC Science Focus Magazine - October 26th, 2025 [October 26th, 2025]
- There is no life: Kupiansks slow demise reflects the fate of cities on Ukraines frontline - The Guardian - October 26th, 2025 [October 26th, 2025]
- Ukraines Coalition of the Willing Has the Wind at Its Back - The New York Times - October 26th, 2025 [October 26th, 2025]
- Russia arrests Ukrainian biologist for backing curbs on Antarctic krill fishing - The Guardian - October 26th, 2025 [October 26th, 2025]
- Six metres below ground: inside the secret hospital treating Ukrainian soldiers injured by Russian drones - The Guardian - October 26th, 2025 [October 26th, 2025]
- Jet-powered bombs and planes-turned-missiles: Ukrainian and Russian militaries improvise and adapt in a battle of wits - CNN - October 26th, 2025 [October 26th, 2025]
- 3 Years Ago It Was a Casting Agency. Now It Has $1 Billion in Drone Contracts. - The New York Times - October 26th, 2025 [October 26th, 2025]
- Russia targets Kyiv with drones, killing 3 and wounding 29 - ABC News - Breaking News, Latest News and Videos - October 26th, 2025 [October 26th, 2025]
- More than Tomahawks: what Ukraines soldiers say they actually need - The Kyiv Independent - October 26th, 2025 [October 26th, 2025]
- Ukraines ingenuity alone will not be enough to win the war - The Independent - October 26th, 2025 [October 26th, 2025]
- After War Turned Their Fields Into Frontlines, Ukraines Farmers Return to Reclaim Them - UNITED24 Media - October 26th, 2025 [October 26th, 2025]
- Turkey urges US to act after accusing Israel of breaching Gaza ceasefire - Sky News - October 26th, 2025 [October 26th, 2025]
- President Erdoan visits Oman, his last stopover in the Gulf | Daily Sabah - Daily Sabah - October 26th, 2025 [October 26th, 2025]
- Erdoan to meet with DEM Party delegation on terror-free process | Daily Sabah - Daily Sabah - October 26th, 2025 [October 26th, 2025]
- Erdoan renews call for UN reform over Gaza in 80th anniversary message | Daily Sabah - Daily Sabah - October 26th, 2025 [October 26th, 2025]
- Foreign media: Russia reiterated its stance on full control of Donbas to the US last weekend - Bitget - October 23rd, 2025 [October 23rd, 2025]
- Health Ministry and PAHO Host Media Session on Upcoming National Tobacco Control Bill - Love FM Belize - October 19th, 2025 [October 19th, 2025]
- Ask Lucas: My teens social media obsession is out of control - Cleveland.com - October 17th, 2025 [October 17th, 2025]
- Molding the Message - China Media Project - October 17th, 2025 [October 17th, 2025]
- From clicks to curation: How publishers can reclaim control of the media ecosystem - Digiday - October 15th, 2025 [October 15th, 2025]
- Orbans Propaganda State in Hungary Is Starting to Show Cracks - The New York Times - October 15th, 2025 [October 15th, 2025]
- How Chioma Ikeh is helping small businesses take back control of their social media - Businessday NG - October 13th, 2025 [October 13th, 2025]
- Germany will not support 'Chat Control' message scanning in the EU - The Record from Recorded Future News - October 11th, 2025 [October 11th, 2025]
- Media: IDF will control 53% of Gaza in the first phase of the agreement - Baku.ws - October 11th, 2025 [October 11th, 2025]
- Rob Reiner Says U.S. Will Become an Autocracy if Trump Is Allowed to Control the Media and Commandeer the Election: We Have a Year to Stop Him -... - October 7th, 2025 [October 7th, 2025]
- Rob Reiner Warns Trump Wants "Control Of Media" To Steal 2026 Election - Deadline - October 7th, 2025 [October 7th, 2025]
- Move over Murdochs, the Ellisons are the new family dynasty shaking up US media - BBC - September 30th, 2025 [September 30th, 2025]
- How Trumps TikTok Deal Could Change the Future of US Media - TODAY.com - September 30th, 2025 [September 30th, 2025]
- Meghan Markles Media Battles: Control, Conflicts, and the Struggle for Credibility - vocal.media - September 28th, 2025 [September 28th, 2025]
- Trump announces deal to put TikTok under control of US investors - ABC News - Breaking News, Latest News and Videos - September 28th, 2025 [September 28th, 2025]
- President Tebbounes Media Exchange: Inflation Control, Electoral Reform, and a Drive Toward Modernization - - September 28th, 2025 [September 28th, 2025]
- Raptors GM Bobby Webster meets with the media ahead of first season with full team control - Toronto Star - September 28th, 2025 [September 28th, 2025]
- Murdochs TikTok? Trump offers allies another lever of media control - The Guardian - September 25th, 2025 [September 25th, 2025]
- Even legacy media admit left-wing violence is out of control - The Heartlander - September 25th, 2025 [September 25th, 2025]
- Capture the Media, Control the Culture? - The American Prospect - September 23rd, 2025 [September 23rd, 2025]
- Whats actually in the Media Control Act? - Maldives Independent - September 23rd, 2025 [September 23rd, 2025]
- Power Play: Murdochs, Ellison, and Dell Join Forces for TikTok Bid - International Business Times UK - September 23rd, 2025 [September 23rd, 2025]
- Jimmy Kimmel and the MAGA strong-arming of American media - Media Matters for America - September 19th, 2025 [September 19th, 2025]