All Source Checks
Automated source checking of wiki data against original sources. Each record is checked against one or more external sources to confirm accuracy.
View internal dashboard with coverage & action queue →Verified Correct
6,885
75% of checked
Has Issues
1,312
14% of checked
Can't Verify
978
11% of checkedincl. 236 dead links
Not Yet Checked
43
of 9,218 total
Contradicted
76
Fix now — data may be wrong
Outdated
21
Source has newer info
Accuracy Rate
99%
confirmed / (confirmed + wrong + outdated)
Needs Recheck
200
Flagged for re-check
Future of Life Institute — Artificial Intelligence Risk Reduction (Coefficient…
UC Berkeley — In-Line Water Chlorination Devices (Amy Pickering) (2020) (Coeff…
Stanford University — Machine Learning Security Research Led by Dan Boneh and …
Dezernat Zukunft — General Support and Re-Granting (Coefficient Giving -> Deze…
Against COVID-19 — COVID-19 Database Support (Coefficient Giving -> Against CO…
FAI Farms — Tilapia Welfare (Coefficient Giving -> FAI Farms)
Direct Relief — COVID-19 Action Fund for Africa (Coefficient Giving -> Direct …
The Humane League — Open Wing Alliance (2020) (Coefficient Giving -> The Human…
Engineers Without Borders USA — Off-Grid Refrigeration Challenge (Coefficient …
EicOsis Human Health, Inc. — Pain Research (Coefficient Giving -> EicOsis Huma…
Soko Tierschutz — Factory Farm Investigations (2020) (Coefficient Giving -> So…
Charity Science — Development of New Animal Welfare Charities (Coefficient Giv…
UCLA School of Law — AI Governance (Coefficient Giving -> UCLA School of Law)
Center on Budget and Policy Priorities — Full Employment Project (2014) (Coeff…
Press Shop — Support for Human Compatible (Coefficient Giving -> Press Shop)
Distill Prize for Clarity in Machine Learning — General Support (Coefficient G…
fair-fish international association — General Support (Coefficient Giving -> f…
ImmigrationWorks Foundation — General Support (Coefficient Giving -> Immigrati…
Niskanen Center — Research on Immigration Policy (Coefficient Giving -> Niskan…
University of California, Los Angeles — Epigenetic Clock Research (Steve Horva…
Claremont Graduate University — Leafleting Study (Coefficient Giving -> Clarem…
RAND Corporation — Emerging Technology Fellowships and Research (2024) (Coeffi…
Animal Protection Denmark — Wild-Caught Fish Welfare (Coefficient Giving -> An…
Future of Humanity Institute — General Support (Coefficient Giving -> Future o…
Flanders Institute of Biotechnology — Syphilis Vaccine Research (Coefficient G…
Mila — Research Project on Artificial Intelligence (Coefficient Giving -> Mont…
Brookings Institution – Work on China and India (Coefficient Giving -> Brookin…
Global Priorities Institute — General Support (Coefficient Giving -> Global Pr…
Just Impact — Safely Reducing Incarceration (Coefficient Giving -> Just Impact)
University of Pennsylvania — Research on Mammalian Reproduction (Kotaro Sasaki…
Global Animal Partnership — General Support (2016) (Coefficient Giving -> Glob…
Center for Popular Democracy — Fed Up Campaign (2016) (Coefficient Giving -> C…
Better Eating International — Millennial Vegan Survey (Coefficient Giving -> …
UC Berkeley — Tuberculosis Diagnosis (Adithya Cattamanchi and Sarah Stanley) (…
Harvard University — COVID-19 Serological Tests (Michael Mina) (Coefficient Gi…
Material Innovation Initiative — Plant-Based Fashion Alternatives (Coefficient…
Founders Pledge — General Support (2023) (Coefficient Giving -> Founders Pledge)
UCSF — Chronic Pain Research (Allan Basbaum) (2019) (Coefficient Giving -> Uni…
Federation of American Scientists — High-Skilled Immigration Policy (Coefficie…
University of Pennsylvania — Human Germ Cell Research (2023) (Coefficient Givi…
University of Maryland — LLM Cybersecurity Benchmark (Coefficient Giving -> Un…
Animal Friends Jogja — Farm Animal Welfare in Indonesia (2023) (Coefficient Gi…
Council on Energy, Environment and Water — Study on Alternative Proteins in In…
Peterson Institute for International Economics — Indian Economic Policy Reform…
Hive (formerly Impactful Animal Advocacy) – General Support (2023) (Coefficien…
Institute for AI Policy and Strategy — General Support (2025) (Coefficient Giv…
Josué Estrada at Center for AI Safety (CAIS) (Chief Operating Officer)
Peter DeSantis at Amazon (SVP, Foundational AI Models, Custom Silicon & Quantu…
Panos Panay at Amazon (SVP, Devices & Services)
Matt Garman at Amazon (CEO, Amazon Web Services)
Data from source_check_verdicts table. Click a row to view detailed evidence.