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Outdated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confirmed / (confirmed + wrong + outdated)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
Headquarters = Illinois
Birth Year = 2001
User Count = 64 million
Birth Year = 1992
Benchmark Score = 93.3
Education = B.A. in Economics, Stanford University (1994); J.D., University of…
Education = University of Illinois Urbana–Champaign; New Lisbon High School
Description = MTIA v3 Iris: 40-44% cost reduction vs GPUs for total cost of ow…
Legal Structure = Nonprofit research lab
User Count = 630 million
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
Founded Date = 2009
Revenue = $4.3M
Birth Year = 1947
legal-identifier = 87-1702255 (EIN)
Birth Year = 1959
Birth Year = 1985
Headcount = 10
Valuation = $32B
Birth Year = 1971
Notable For = Godfather of deep learning; pioneer of backpropagation, Boltzman…
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
Annual Expenses = $186K
Cumulative Losses = $70B
Birth Year = 1971
Education = Harvard University; Vanguard High School
Country = United States
Market Share = 86%
Revenue = $3.4M
Education = University of Chicago; Chennai Mathematical Institute
Birth Year = 1976
Net Assets = $4.7M
Legal Structure = charity
Headquarters = Marquette Building
Revenue = $20M
parent-revenue = 164.5 billion
Education = B.S. Physics, UC Irvine (1981); M.S. Physics and M.A. Conceptual F…
| Type | Entity | Claim | Verdict | Confidence | Sources | Last Checked | |
|---|---|---|---|---|---|---|---|
| Fact | - | Headquarters = Illinois | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | Birth Year = 2001 | confirmed | 95% | 1 | Jul 20, 2026 | |
| Fact | - | User Count = 64 million | confirmed | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Birth Year = 1992 | confirmed | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Benchmark Score = 93.3 | confirmed | 95% | 1 | Jul 20, 2026 | |
| 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 | - | 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 | - | 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 | - | 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 | - | Headcount = 10 | confirmed | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Valuation = $32B | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | Birth Year = 1971 | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | Notable For = Godfather of deep learning; pionee… | confirmed | 98% | 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 | - | 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 | - | Revenue = $3.4M | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | Education = University of Chicago; Chennai Mathe… | confirmed | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Birth Year = 1976 | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | Net Assets = $4.7M | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | Legal Structure = charity | confirmed | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Headquarters = Marquette Building | confirmed | 95% | 1 | Jul 20, 2026 | |
| Fact | - | Revenue = $20M | confirmed | 95% | 1 | Jul 20, 2026 | |
| Fact | - | parent-revenue = 164.5 billion | confirmed | 99% | 1 | Jul 20, 2026 | |
| Fact | - | Education = B.S. Physics, UC Irvine (1981); M.S.… | confirmed | 99% | 1 | Jul 20, 2026 |
Data from source_check_verdicts table. Click a row to view detailed evidence.