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
7,994
73% of checked
Has Issues
1,329
12% of checked
Can't Verify
1,581
14% of checkedincl. 277 dead links
Not Yet Checked
0
of 10,904 total
Contradicted
173
Fix now — data may be wrong
Outdated
31
Source has newer info
Accuracy Rate
98%
confirmed / (confirmed + wrong + outdated)
Needs Recheck
0
All up to date
Finn Metz @ Seldon Lab
Nick Fitz @ Seldon Lab
Angela Colter @ 18F
Aaron Snow @ 18F
Stephen Casper @ Massachusetts Institute of Technology
Nathan Labenz
Eli Lifland @ AI Futures Project
Shayne Longpre @ Massachusetts Institute of Technology
Noam Shazeer @ Google / Alphabet
Toby Ord @ Future of Humanity Institute
Scott Aaronson
Vitalik Buterin @ Ethereum Foundation
Fei-Fei Li @ Google / Alphabet
Jason Matheny
Andrej Karpathy @ Tesla
Anthony Aguirre @ UC Santa Cruz
Sundar Pichai @ Google / Alphabet
Huw Price @ University of Cambridge
Martin Rees @ University of Cambridge
Jennifer Pahlka @ Code for America
Kelsey Piper
Meg Mitchell @ Google / Alphabet
Mustafa Suleyman @ Inflection AI
Timnit Gebru @ DAIR Institute
Arvind Narayanan
Zvi Mowshowitz
Jason Matheny
Margrethe Vestager @ European Commission
Helen Toner @ Open Philanthropy
Greg Brockman
Sara Hooker
Andrew Ng @ Stanford University
Scott Alexander
Dennis Akar @ Alignment Research Engineer Accelerator
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| Type | Entity | Claim | Verdict | Confidence | Sources | Last Checked | |
|---|---|---|---|---|---|---|---|
| Personnel | - | Finn Metz @ Seldon Lab | partial | 85% | 1 | Apr 29, 2026 | |
| Personnel | - | Nick Fitz @ Seldon Lab | partial | 85% | 1 | Apr 29, 2026 | |
| Personnel | - | Angela Colter @ 18F | partial | 75% | 1 | Apr 29, 2026 | |
| Personnel | - | Aaron Snow @ 18F | partial | 75% | 1 | Apr 29, 2026 | |
| Personnel | - | Stephen Casper @ Massachusetts Institute of Tech… | partial | 85% | 1 | Apr 29, 2026 | |
| Personnel | - | Nathan Labenz | partial | 85% | 1 | Apr 29, 2026 | |
| Personnel | - | Eli Lifland @ AI Futures Project | partial | 95% | 1 | Apr 29, 2026 | |
| Personnel | - | Shayne Longpre @ Massachusetts Institute of Tech… | partial | 85% | 1 | Apr 29, 2026 | |
| Personnel | - | Noam Shazeer @ Google / Alphabet | partial | 95% | 1 | Apr 29, 2026 | |
| Personnel | - | Toby Ord @ Future of Humanity Institute | partial | 95% | 1 | Apr 29, 2026 | |
| Personnel | - | Scott Aaronson | partial | 85% | 1 | Apr 29, 2026 | |
| Personnel | - | Vitalik Buterin @ Ethereum Foundation | partial | 85% | 1 | Apr 29, 2026 | |
| Personnel | - | Fei-Fei Li @ Google / Alphabet | partial | 85% | 1 | Apr 29, 2026 | |
| Personnel | - | Jason Matheny | partial | 85% | 1 | Apr 29, 2026 | |
| Personnel | - | Andrej Karpathy @ Tesla | partial | 85% | 1 | Apr 29, 2026 | |
| Personnel | - | Anthony Aguirre @ UC Santa Cruz | partial | 85% | 1 | Apr 29, 2026 | |
| Personnel | - | Sundar Pichai @ Google / Alphabet | partial | 95% | 1 | Apr 29, 2026 | |
| Personnel | - | Huw Price @ University of Cambridge | partial | 85% | 1 | Apr 29, 2026 | |
| Personnel | - | Martin Rees @ University of Cambridge | partial | 85% | 1 | Apr 29, 2026 | |
| Personnel | - | Jennifer Pahlka @ Code for America | partial | 95% | 1 | Apr 29, 2026 | |
| Personnel | - | Kelsey Piper | partial | 85% | 1 | Apr 29, 2026 | |
| Personnel | - | Meg Mitchell @ Google / Alphabet | partial | 85% | 1 | Apr 29, 2026 | |
| Personnel | - | Mustafa Suleyman @ Inflection AI | partial | 85% | 1 | Apr 29, 2026 | |
| Personnel | - | Timnit Gebru @ DAIR Institute | partial | 85% | 1 | Apr 29, 2026 | |
| Personnel | - | Arvind Narayanan | partial | 85% | 1 | Apr 29, 2026 | |
| Personnel | - | Zvi Mowshowitz | partial | 75% | 1 | Apr 29, 2026 | |
| Personnel | - | Jason Matheny | partial | 85% | 1 | Apr 29, 2026 | |
| Personnel | - | Margrethe Vestager @ European Commission | partial | 85% | 1 | Apr 29, 2026 | |
| Personnel | - | Helen Toner @ Open Philanthropy | partial | 85% | 1 | Apr 29, 2026 | |
| Personnel | - | Greg Brockman | partial | 95% | 1 | Apr 29, 2026 | |
| Personnel | - | Sara Hooker | partial | 85% | 1 | Apr 29, 2026 | |
| Personnel | - | Andrew Ng @ Stanford University | partial | 85% | 1 | Apr 29, 2026 | |
| Personnel | - | Scott Alexander | partial | 85% | 1 | Apr 29, 2026 | |
| Personnel | - | Dennis Akar @ Alignment Research Engineer Accele… | partial | 85% | 2 | Apr 29, 2026 | |
| Grant | - | _cD700DC2Q | partial | 85% | 1 | Apr 29, 2026 | |
| Grant | - | dgF3pFOdqx | partial | 85% | 1 | Apr 29, 2026 | |
| Grant | - | hAP24HXY8K | partial | 85% | 1 | Apr 29, 2026 | |
| Grant | - | 08S4cRCoD- | partial | 85% | 1 | Apr 29, 2026 | |
| Grant | - | 1Aggohg9fy | partial | 85% | 1 | Apr 29, 2026 | |
| Grant | - | 1uktCHKqnX | partial | 85% | 1 | Apr 29, 2026 | |
| Grant | - | 2S5vSYBR7Z | partial | 85% | 1 | Apr 29, 2026 | |
| Grant | - | 1EazRMyx59 | partial | 85% | 1 | Apr 29, 2026 | |
| Grant | - | 5aHhyoF5DB | partial | 85% | 1 | Apr 29, 2026 | |
| Grant | - | 4RpZmT4KJ2 | partial | 75% | 1 | Apr 29, 2026 | |
| Grant | - | 5e8lfIxQ8P | partial | 85% | 1 | Apr 29, 2026 | |
| Grant | - | 5OAzONben8 | partial | 85% | 1 | Apr 29, 2026 | |
| Grant | - | 5oRn1x_ih5 | partial | 85% | 1 | Apr 29, 2026 | |
| Grant | - | 6DGzYEPk_B | partial | 95% | 1 | Apr 29, 2026 | |
| Grant | - | 7OFuRX3ejC | partial | 85% | 1 | Apr 29, 2026 | |
| Grant | - | 7T0-iS6HOH | partial | 85% | 1 | Apr 29, 2026 |
Data from source_check_verdicts table. Click a row to view detailed evidence.