The fight for control of the AI narrative has reached egregious new heights. An Effort investigation uncovered Potemkin articles, in which claims are fabricated, corroborated, and published as journalism by members of an insular donor ecosystem. To understand how this works, follow us through this Guardian article. Of its 6 participants — including the journalist and publisher — 6/6 are paid for by three megadonors.

Guardian article headline and byline naming reporter Aisha Down
Guardian article body highlighting Malcolm Murray, Henry Papadatos, Kokotajlo's AI 2027, and Andrea Castagna
  • The publisher

    The Guardian

    $3,000,000+

  • The reporter

    Aisha Down

    $60K–$110K

  • Quoted 'Expert'

    Malcolm Murray

    $129,376 + $47.1M to affiliated institutions

  • Quoted 'Expert'

    Henry Papadatos

    $620,000

  • The subject

    Daniel Kokotajlo

    $2,851,166

  • Quoted 'Expert'

    Andrea Castagna

    $30,000 + 2 undisclosed grants

Coefficient Giving pays the salary of the journalist through the Tarbell Fellowship. It pays the publisher, the Guardian, more than $3M. AI 2027, the subject of the article, was given $400K from Coefficient, in addition to $2M from SFF. The three other pseudo-experts quoted in the article are all paid by SFF, Coefficient, or Effective Ventures Foundation.1

The Guardian does not disclose that it is funded by Coefficient or that the journalist is entirely paid for by Tarbell. In a fundraising statement attached to the article, the Guardian proclaims its “fierce independence.”

Guardian fundraising statement describing its fierce independence and reader support

Down declares her fellow Coefficient funding recipients “experts” without justification. She proclaims Kokotajlo “a leading artificial intelligence expert” without any specific record or achievement. Kokotajlo and the other authors of AI 2027 and AI 2040 already admitted their predictions were off by years, if not decades.

All six belong to a circular ecosystem known as “AI Safety,” united around the belief that AI will end the human race.2 What Down promotes as ‘expertise’ is not merely unrigorous or exaggerated — it is a work of cultlike fiction which openly promotes their vision of the AI apocalypse. This belief underwrites millions spent annually on promoting a firehose of anti-AI narratives with the goal of banning AI outright — the price of preventing the apocalypse.

Illustrated map of the AI existential safety ecosystem, including funders, training programs, media projects, and research groups

This ecosystem is bankrolled by three megadonors — Dustin Moskovitz’s Open Philanthropy, Sam Bankman-Fried’s Center for Effective Altruism (CEA), and Jaan Tallinn’s Survival and Flourishing Fund. The media arm of this empire has over $40 million in donations and includes paid journalists, influencers, and religious groups.

The Center for Effective Altruism ran into a major roadblock after its primary donor, Sam Bankman-Fried, was arrested and convicted in 2023 for fraud. It later rebranded to Effective Ventures Foundation.

After Bankman-Fried’s arrest, Open Philanthropy began to distance themselves from the Effective Altruism movement. It later rebranded to Coefficient Giving. “Our mission remains the same,” their official statement assures.

Coefficient pays the salaries of two dozen journalists at major news outlets through the Tarbell Fellowship program.

Tarbell Placements

The largest Coefficient-funded outlet, TIME, recently drew criticism for prioritizing anti-AI activists over Jensen Huang, the CEO of NVIDIA, the most valuable public company in the world. What few of those critics know is that the outright majority of TIME 100 profiles — 58/100 — are written by Tarbell-paid journalists.

Tarbell Non-Tarbell AI Safety Connected

AI Doom content on major YouTube channels is also overwhelmingly sponsored.4 Leaked emails also show “AI Safety” organizations covertly sponsor anti-AI content on a variety of anti-AI issue areas, possibly in violation of the FCC’s advertising disclosure regulations.

Screenshot of a message offering grants for creators to make videos about AI dangers
Documented funder links to resolved YouTube channelsA two-column network with seven funder groups on the left and fourteen resolved YouTube channels on the right with documented funding totals.FundersYouTube channelsDocumented funder links to resolved YouTube channelsA two-column network with seven funder groups on the left and fourteen resolved YouTube channels on the right with documented funding totals.FundersChannels
  • Open Philanthropy / Good Ventures funds Kurzgesagt – In a Nutshell: $5,833,224 known; 2 documented records; 2021, 2022.
  • Open Philanthropy / Good Ventures funds Rational Animations: $2,495,355 known; 2 documented records; 2023, 2024.
  • Open Philanthropy / Good Ventures funds The Flares: $50,000 known; 1 documented record; 2022.
  • EA Infrastructure Fund funds Rational Animations: $30,000 known; 1 documented record; 2021.
  • EA Infrastructure Fund funds Primer: $300,000 known; 1 documented record; 2022.
  • EA Infrastructure Fund funds A Happier World: $147,000 known; 3 documented records; 2021, 2022.
  • EA Infrastructure Fund funds Space Science Guy: $23,660 known; 1 documented record; 2024.
  • EA Infrastructure Fund funds Martin Skadal: $1,000 known; 1 documented record; 2022.
  • Future of Life Institute funds The Flares: $6,000 known; 1 documented record; 2026.
  • Future of Life Institute funds Future Tense: amount undisclosed; 1 documented record; 2026.
  • Future of Life Institute funds SciencePetr: $35,000 known; 1 documented record; 2026.
  • Long-Term Future Fund funds Robert Miles AI Safety: $452,575 known; 5 documented records; 2019, 2020, 2022, 2023, 2025.
  • Long-Term Future Fund funds Suboptimal IA: $24,800 known; 1 documented record; 2022.
  • Manifund donors fund A Happier World: $2,790 known; 1 documented record; 2022.
  • Manifund donors fund SciencePetr: $13,300 known; 1 documented record; 2026.
  • Manifund donors fund The Inside View: $29,700 known; 1 documented record; 2025.
  • BlueDot Impact funds SciencePetr: $120,000 known; 1 documented record; 2026.
  • Center for AI Safety funds Hey AI: amount undisclosed; 1 documented record; 2026.
  • Center for AI Safety funds Mikey Posada: amount undisclosed; 1 documented record; 2026.

Sponsorships aren’t without tradeoffs for paid influencers. The largest sponsored videos dramatically underperform unsponsored content.

The AI discussion continues to be flooded with speculation, conspiracy theories, and falsehoods. While part of that can be attributed to the modern condition, the degree of coordinated, circular influence has reached new levels with AI.

Footnotes

1 Henry Papadatos is executive director of SaferAI, which received $509,000 in standard Survival and Flourishing Fund support and a further $111,000 conditional match. Malcolm Murray received $129,376 in risk-management contractor compensation from Effective Ventures Foundation USA. Center for Effective Altruism rebranded to Effective Ventures Foundation after its primary funder, Sam Bankman-Fried, was arrested for fraud. The EA Funds institutional description identifies EA Funds as an Effective Ventures project; the Centre for Effective Altruism is another organization in the Effective Ventures network. Andrea Castagna’s employer, the Centre for Future Generations, received a $30,000 ACX Grants award through Manifund. The Guardian article used public statements from OpenAI CEO Sam Altman; the journalist did not directly interview Altman for the article.

GranteeFromAmountSource
SaferAISurvival and Flourishing Fund / Jaan Tallinn$214,000SFF 2022-H2
SaferAISurvival and Flourishing Fund / Jaan Tallinn$95,000SFF 2024
SaferAISurvival and Flourishing Fund / Jaan Tallinn$200,000SFF 2025
SaferAISurvival and Flourishing Fund / Jaan Tallinn$111,000 conditional matchSFF 2025
Malcolm MurrayEffective Ventures Foundation USA$129,3762025 Form 990
Stichting Centre for Future GenerationsACX Grants$30,000Manifund record

2 Sources: AI Panic and the Statement on AI Risk.

3

Improve the News FoundationFuture of Life Institute$3,250,000.00
KurzgesagtCoefficient Giving (Open Philanthropy)$2,978,000.00
Tarbell Center for AI JournalismCoefficient Giving (Open Philanthropy)$2,888,000.00
KurzgesagtCoefficient Giving (Open Philanthropy)$2,855,224.00
Should We StudioCoefficient Giving (Open Philanthropy)$2,320,000.00
Tarbell Center for AI JournalismCoefficient Giving (Open Philanthropy)$1,587,930.00
Rational AnimationsCoefficient Giving (Open Philanthropy)$1,495,355.00
EA-related translation projectsCoefficient Giving (Open Philanthropy)$1,381,462.00
AsteriskCoefficient Giving (Open Philanthropy)$1,134,769.00
Rational AnimationsCoefficient Giving (Open Philanthropy)$1,000,000.00
Tarbell Center for AI JournalismCoefficient Giving (Open Philanthropy)$999,000.00
AsteriskCoefficient Giving (Open Philanthropy)$937,228.00
Effective Ideas Blog PrizeFTX Future Fund (2022, now defunct)$900,000.00
Tarbell Center for AI JournalismCoefficient Giving (Open Philanthropy)$816,000.00
AsteriskCoefficient Giving (Open Philanthropy)$730,000.00
HitRecordSurvival and Flourishing Fund$700,000.00
Tarbell Center for AI JournalismSurvival and Flourishing Fund$583,000.00
AI Digest (Sage Future)Coefficient Giving (Open Philanthropy)$550,000.00
Tarbell Center for AI JournalismSurvival and Flourishing Fund$520,000.00
Common Sense MediaFuture of Life Institute$500,000.00
Economic Security Project Inc.Future of Life Institute$500,000.00
EkōFuture of Life Institute$500,000.00
Palisade ResearchFuture of Life Institute$500,000.00
Stichting PauseAIFuture of Life Institute$500,000.00
HitRecordSurvival and Flourishing Fund$500,000.00
Young People’s Alliance Education FundFuture of Life Institute$498,114.00
The Bureau of Investigative JournalismFuture of Life Institute$487,000.00
Institute for Security and TechnologyFuture of Life Institute$484,050.00
CalMatters (with The Markup)Future of Life Institute$350,000.00
Blueprint for Free SpeechFuture of Life Institute$345,000.00
Bulletin of the Atomic ScientistsFuture of Life Institute$315,975.00
PrimerEA Infrastructure Fund$300,000.00
National Association of Voice ActorsFuture of Life Institute$300,000.00
Brian Christian (author)FTX Future Fund (2022, now defunct)$300,000.00
AI Safety Communications CentreCoefficient Giving (Open Philanthropy)$288,000.00
Frame FellowshipAI Safety Tactical Opportunities Fund$280,000.00
AI Narrative Project (Romain Vakilitabar)Future of Life Institute$250,000.00
Building an Infrastructure to Create High-Impact NarrativesAI Safety Tactical Opportunities Fund$250,000.00
Center for AI SafetyManifund donors$250,000.00
Should We StudioCoefficient Giving (Open Philanthropy)$245,000.00
Latecomer InstituteCoefficient Giving (Open Philanthropy)$234,000.00
AI Objectives InstituteFuture of Life Institute$206,000.00
Making GodManifund donors$205,094.00
Impact AcademyFuture of Life Institute$201,105.00
PauseAI USFuture of Life Institute$200,000.00
Gospel CoalitionFuture of Life Institute$200,000.00
James LinFTX Future Fund (2022, now defunct)$190,000.00
Faith MattersFuture of Life Institute$174,000.00
University of Southern California (Hollywood, Health & Society)Future of Life Institute$170,000.00
Rob Miles AI SafetyLong-Term Future Fund$150,000.00
International Nuclear Heuristics ResearchFuture of Life Institute$150,000.00
Tarbell Center for AI JournalismFuture of Life Institute$150,000.00
MOUATANAFuture of Life Institute$128,970.00
Intelligence RisingCoefficient Giving (Open Philanthropy)$127,070.00
Faith MattersFuture of Life Institute$125,000.00
Rob Miles AI SafetyLong-Term Future Fund$121,575.00
SciencePetrBlueDot Impact$120,000.00
WirklichGutEA Infrastructure Fund$107,607.00
Rethink PrioritiesEA Infrastructure Fund$106,653.00
Greek Orthodox Archdiocese of AmericaFuture of Life Institute$105,000.00
University of LjubljanaFuture of Life Institute$100,050.00
Lone Pine Games, LLCLong-Term Future Fund$100,000.00
EvitableFuture of Life Institute$100,000.00
New PolityFuture of Life Institute$100,000.00
Sinai and SynapsesFuture of Life Institute$100,000.00
The World Council of ChurchesFuture of Life Institute$100,000.00
Lauren GilbertEA Infrastructure Fund$100,000.00
Petr Salaba (fiscally sponsored by Epistea)Manifund donors$100,000.00
RadicalxChange Foundation — Honor Society Films, Audrey Tang ProjectFounders Pledge GCR Fund$100,000.00
Centre for Long-Term ResilienceFounders Pledge GCR Fund$100,000.00
Intelligence RisingCoefficient Giving (Open Philanthropy)$92,597.00
ILINA ProjectFuture of Life Institute$90,671.00
Rob Miles AI SafetyLong-Term Future Fund$82,000.00
Robert de NeufvilleEA Infrastructure Fund$80,000.00
Nicky CaseLong-Term Future Fund$80,000.00
A Happier WorldEA Infrastructure Fund$63,000.00
Rob Miles AI SafetyLong-Term Future Fund$60,000.00
A Happier WorldEA Infrastructure Fund$60,000.00
AnonymousLong-Term Future Fund$60,000.00
Mindstream Project Ltd.Future of Life Institute$60,000.00
Rethink PrioritiesEA Infrastructure Fund$57,238.00
American ShieldFuture of Life Institute$56,980.00
Wheaton CollegeFuture of Life Institute$55,000.00
AISafety.infoLong-Term Future Fund$54,962.00
Gus DockerEA Infrastructure Fund$54,000.00
Doom Debates (Liron Shapira)Manifund donors$53,370.00
Robert de NeufvilleEA Infrastructure Fund$50,000.00
The FlaresCoefficient Giving (Open Philanthropy)$50,000.00
Facta est LuxFuture of Life Institute$50,000.00
IBA KarachiFuture of Life Institute$50,000.00
Lausanne MovementFuture of Life Institute$50,000.00
Mordechai RorvigLong-Term Future Fund$50,000.00
Pathos Labs (PopShift)FTX Future Fund (2022, now defunct)$50,000.00
Project Imago DeiFuture of Life Institute$47,500.00
Daniel FilanLong-Term Future Fund$44,802.00
AI Futures Project / AI 2027 team (Jonas Vollmer)Manifund donors$44,022.00
AnonymousAnimal Welfare Fund$40,000.00
Christians for Impact (JD Bauman)ACX Grants$40,000.00
Rob Miles AI SafetyLong-Term Future Fund$39,000.00
Hear This IdeaEA Infrastructure Fund$38,200.00
ChinaTalk (Jordan Schneider)Manifund donors$37,567.00
Hear This IdeaEA Infrastructure Fund$35,327.50
SciencePetrFuture of Life Institute$35,000.00
José Jaime Villalobos RuizLong-Term Future Fund$33,700.00
Rational AnimationsEA Infrastructure Fund$30,000.00
Andrew JillionsSurvival and Flourishing Fund$30,000.00
The Inside ViewManifund donors$29,700.00
David Williams-KingLong-Term Future Fund$27,000.00
Rachel ShuEA Infrastructure Fund$25,000.00
Luisa GullinoEA Infrastructure Fund$25,000.00
Suzy ShepherdLong-Term Future Fund$25,000.00
Gabriel ShermanManifund donors$25,000.00
Suboptimal IALong-Term Future Fund$24,800.00
Michael Dello-IacovoEA Infrastructure Fund$23,660.00
CeSIAManifund donors$21,309.00
Dads Against AGI Inc. / For Humanity: An AI Risk Podcast (John Sherman)Manifund donors$20,181.00
Frame FellowshipJaan Tallinn DAF$20,000.00
Suzy ShepherdFuture of Life Institute$20,000.00
Justin KuiperManifund donors$20,000.00
WirklichGutEA Infrastructure Fund$18,180.00
Nicholas WhitakerLong-Term Future Fund$18,000.00
Pablo StafforiniLong-Term Future Fund$17,000.00
AnonymousEA Infrastructure Fund$14,000.00
SciencePetrManifund donors$13,300.00
Suzy ShepherdEA Infrastructure Fund$11,041.00
Suzy ShepherdManifund donors$10,000.00
Effct (6-member team)Future of Life Institute$10,000.00
Dr WakuFuture of Life Institute$10,000.00
Zeaus Koh and Nainika GuptaFuture of Life Institute$10,000.00
Karl von WendtFuture of Life Institute$10,000.00
Marcus Eriksen, Vanessa Morrow and Alberto HidalgoFuture of Life Institute$10,000.00
Vin Sixsmith and Renzo StadhouderFuture of Life Institute$10,000.00
Nick ShapiroFuture of Life Institute$10,000.00
Vaibhav JainFuture of Life Institute$10,000.00
Radina KraevaFuture of Life Institute$10,000.00
Beatrice Malfa and Paolo TognozziFuture of Life Institute$10,000.00
William LeeFrame Fellowship (regrantor)$10,000.00
Ernestine SiuFrame Fellowship (regrantor)$10,000.00
Aaron NevFrame Fellowship (regrantor)$10,000.00
Strad SlaterFrame Fellowship (regrantor)$10,000.00
Stuart HarmonFrame Fellowship (regrantor)$10,000.00
Reuben AdamsFrame Fellowship (regrantor)$10,000.00
Effective Altruism for Christians (Dominic Roser and David Lawrence)EA Infrastructure Fund$10,000.00
Concept Art Advocates — Creative Rights CoalitionJaan Tallinn (personal ledger)$10,000.00
Vox MediaFounders Pledge GCR Fund$10,000.00
Anatole ChouardBlueDot Impact$9,800.00
Elizabeth Van NostrandEA Infrastructure Fund$9,750.00
Discussing EffectivenessEA Infrastructure Fund$8,472.00
Liam CarrollLong-Term Future Fund$8,000.00
Lilly BergnerEA Infrastructure Fund$7,716.00
Sam GloverManifund donors$7,700.00
How I Learned to Love ShrimpEA Infrastructure Fund$7,227.00
Suzy ShepherdLong-Term Future Fund$6,466.00
Hear This IdeaEA Infrastructure Fund$6,196.87
The FlaresFuture of Life Institute$6,000.00
Kali RichardsEA Infrastructure Fund$5,460.00
Rachel ShuEA Infrastructure Fund$5,000.00
AnonymousEA Infrastructure Fund$5,000.00
Michel JustenLong-Term Future Fund$5,000.00
Consistently CandidLong-Term Future Fund$5,000.00
Oluwaseyi Oso and Oluwaseun OsoFuture of Life Institute$5,000.00
Jacob BauerFuture of Life Institute$5,000.00
Daniela Alvarez Robledo, Maria Fernanda Colorado Rodriguez and Octavio Armando Vera TijerinaFuture of Life Institute$5,000.00
Kody BeaudoinFuture of Life Institute$5,000.00
Ali KhanFuture of Life Institute$5,000.00
Tam Tsz Shan and IrisFuture of Life Institute$5,000.00
Rory McMahonFuture of Life Institute$5,000.00
Aron MillFuture of Life Institute$5,000.00
Samuel MowaiyeFuture of Life Institute$5,000.00
Open Immanence Society (Jessica Ocean), with St Gregory of Nyssa Episcopal ChurchManifund donors$5,000.00
Bulletin of the Atomic ScientistsFounders Pledge GCR Fund$5,000.00
Chris LakinLong-Term Future Fund$4,500.00
André FerrettiEA Infrastructure Fund$4,000.00
Piotr KedzioraBlueDot Impact$4,000.00
Melissa Lopez — Aperture SalonBlueDot Impact$3,000.00
A Happier WorldManifund donors$2,790.00
AnonymousEA Infrastructure Fund$2,600.00
Troy BradleyFuture of Life Institute$2,500.00
Finn MetzFuture of Life Institute$2,500.00
Aulia Ardista WiradarmoFuture of Life Institute$2,500.00
Mark KeavneyFuture of Life Institute$2,500.00
Szilard Gerely, Milan Keleti and Adam FarkasFuture of Life Institute$2,500.00
Kevin CaoFuture of Life Institute$2,500.00
Robert SchaafFuture of Life Institute$2,500.00
Svenia BussonFuture of Life Institute$2,500.00
Mykala HayesFuture of Life Institute$2,500.00
Brian T. EdwardsManifund donors$2,500.00
Marc-Everin CarauleanuLong-Term Future Fund$2,491.00
Tom BibbyManifund donors$2,100.00
Alex Khurgin — "Good for Humans"Manifund donors$2,000.00
Aaron MaiwaldEA Infrastructure Fund$1,787.00
Grace Reuben — The AI Girls ClubBlueDot Impact$1,600.00
Marisa VogiatziManifund donors$1,246.00
Martin SkadalEA Infrastructure Fund$1,000.00
Damien LairdManifund donors$1,000.00
Lucas Kohorst — Adjacent NewsManifund donors$1,000.00
Clement Ngu / Young China WatchersBlueDot Impact$1,000.00
Isaac KingManifund donors$834.00
Gaurav YadavManifund donors$732.00
Feifan LiuBlueDot Impact$500.00
Jacob CohenManifund donors$267.00
SciShowControlAIUndisclosed
Rational AnimationsControlAIUndisclosed
SiliconversationsControlAIUndisclosed
Explainable / five creatorsCenter for AI SafetyUndisclosed
Neural GuideCenter for AI SafetyUndisclosed
ApertureCenter for AI SafetyUndisclosed
What If / UnderknownCenter for AI SafetyUndisclosed
Hey AICenter for AI SafetyUndisclosed
Mikey PosadaCenter for AI SafetyUndisclosed
Frame FellowshipAI Safety Tactical Opportunities FundUndisclosed
AI in Context (80,000 Hours)Coefficient Giving (Open Philanthropy)Undisclosed
Future TenseFuture of Life InstituteUndisclosed
Mako YassFuture of Life InstituteUndisclosed
Full transaction table for the media-funding category totals.

4 Creator-channel funding and engagement comparison.