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
1,342
65% of checked
Has Issues
270
13% of checked
Can't Verify
453
22% of checkedincl. 58 dead links
Not Yet Checked
0
of 2,065 total
Contradicted
48
Fix now — data may be wrong
Outdated
24
Source has newer info
Accuracy Rate
95%
confirmed / (confirmed + wrong + outdated)
Needs Recheck
0
All up to date
Education = B.A. in Economics, Stanford University (1994); J.D., University of…
Education = University of Illinois Urbana–Champaign; New Lisbon High School
Infrastructure Investment = $27B
Description = MTIA v3 Iris: 40-44% cost reduction vs GPUs for total cost of ow…
Legal Structure = Nonprofit research lab
User Count = 630 million
Valuation = $230B
Education = PhD in Biophysics, Princeton University
Birth Year = 1979
Birth Year = 1972
Education = McGill University; McGill University; McGill University; Massachus…
Education = PhD in Artificial Intelligence, University of Edinburgh (1978); BA…
Revenue = $12M
Revenue = $34M
Annual Expenses = $13M
Birth Year = 1987
Founded Date = Jan 1978
Net Worth = $900M
Education = PhD in Cognitive Neuroscience, University College London; BA in Co…
Founded Date = 2009
Revenue = $4.3M
Birth Year = 1947
legal-identifier = 87-1702255 (EIN)
Birth Year = 1959
Birth Year = 1985
Total Funding Raised = $1B
Headcount = 10
Valuation = $32B
Revenue = $1.9M
Model Parameters = 2.7 trillion
Birth Year = 1971
Founded Date = Sep 2024
Notable For = Godfather of deep learning; pioneer of backpropagation, Boltzman…
Total Funding Raised = $26B
Notable For = Co-founding Anthropic; Operations and business leadership
Birth Year = 1964
User Count = 1 billion
Notable For = Pioneer of RLHF and AI alignment research; founder of Alignment …
Birth Year = 1983
Description = ~3M sexualized images generated in 10 days during deepfake scand…
Annual Expenses = $186K
Cumulative Losses = $70B
Birth Year = 1971
Education = Harvard University; Vanguard High School
Country = United States
Market Share = 86%
Headcount = 4,000
Revenue = $3.4M
Education = University of Chicago; Chennai Mathematical Institute
Valuation = $80B
| Type | Entity | Claim | Verdict | Confidence | Sources | Last Checked | |
|---|---|---|---|---|---|---|---|
| Fact | - | Education = B.A. in Economics, Stanford Universi… | confirmed | 99% | 2 | Jul 20, 2026 | |
| Fact | - | Education = University of Illinois Urbana–Champa… | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | Infrastructure Investment = $27B | partial | 85% | 1 | Jul 20, 2026 | |
| Fact | - | Description = MTIA v3 Iris: 40-44% cost reductio… | confirmed | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Legal Structure = Nonprofit research lab | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | User Count = 630 million | confirmed | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Valuation = $230B | unverifiable | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Education = PhD in Biophysics, Princeton Univers… | confirmed | 99% | 2 | Jul 20, 2026 | |
| Fact | - | Birth Year = 1979 | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | Birth Year = 1972 | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | Education = McGill University; McGill University… | confirmed | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Education = PhD in Artificial Intelligence, Univ… | confirmed | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Revenue = $12M | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | Revenue = $34M | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | Annual Expenses = $13M | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | Birth Year = 1987 | confirmed | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Founded Date = Jan 1978 | confirmed | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Net Worth = $900M | unverifiable | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Education = PhD in Cognitive Neuroscience, Unive… | partial | 85% | 1 | Jul 20, 2026 | |
| Fact | - | Founded Date = 2009 | confirmed | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Revenue = $4.3M | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | Birth Year = 1947 | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | legal-identifier = 87-1702255 (EIN) | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | Birth Year = 1959 | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | Birth Year = 1985 | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | Total Funding Raised = $1B | unverifiable | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Headcount = 10 | confirmed | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Valuation = $32B | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | Revenue = $1.9M | unverifiable | 85% | 1 | Jul 20, 2026 | |
| Fact | - | Model Parameters = 2.7 trillion | unverifiable | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Birth Year = 1971 | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | Founded Date = Sep 2024 | partial | 75% | 1 | Jul 20, 2026 | |
| Fact | - | Notable For = Godfather of deep learning; pionee… | confirmed | 98% | 1 | Jul 20, 2026 | |
| Fact | - | Total Funding Raised = $26B | partial | 85% | 1 | Jul 20, 2026 | |
| Fact | - | Notable For = Co-founding Anthropic; Operations … | confirmed | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Birth Year = 1964 | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | User Count = 1 billion | confirmed | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Notable For = Pioneer of RLHF and AI alignment r… | confirmed | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Birth Year = 1983 | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | Description = ~3M sexualized images generated in… | unverifiable | 85% | 1 | Jul 20, 2026 | |
| Fact | - | Annual Expenses = $186K | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | Cumulative Losses = $70B | confirmed | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Birth Year = 1971 | confirmed | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Education = Harvard University; Vanguard High Sc… | confirmed | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Country = United States | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | Market Share = 86% | confirmed | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Headcount = 4,000 | unverifiable | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Revenue = $3.4M | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | Education = University of Chicago; Chennai Mathe… | confirmed | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Valuation = $80B | unverifiable | 95% | 1 | Jul 20, 2026 |
Data from source_check_verdicts table. Click a row to view detailed evidence.