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
6,959
78% of checked
Has Issues
1,167
13% of checked
Can't Verify
853
9% of checkedincl. 193 dead links
Not Yet Checked
166
of 9,145 total
Contradicted
59
Fix now — data may be wrong
Outdated
17
Source has newer info
Accuracy Rate
99%
confirmed / (confirmed + wrong + outdated)
Needs Recheck
0
All up to date
VichoV-Va3
Goodfire
Jade Leung's
Avital Balwit
QWv_kQTZWh
Anna Salamon
QP5PyYqRug
Nate Soares
Christian Szegedy
Yuhuai Wu
o6JJ1qfr39
Helen Toner
Max Tegmark's
Seldon Lab
n06aW-HUAS
MxvTzwOOHd
Austin Chen
muag3kbl0a
Nate Soares
FAR AI
Eric Rogstad
Seldon Lab
L91YwKUYMZ
kLSulG4fi1
KBUWWN25GF
IyQwH7xt02
IO4dZquqMD
In3-f1rNX6
iHNd6UNhVS
Igor Babuschkin
Seldon Lab
hfwv3JnWWA
GYVR2Hny5O
Arb Research
FParhBXRUz
FP4OgbBjtO
Goodfire
METR
Arb Research
EsYzKUmLqS
Adam Beaumont's
Amber D. Miller
e5keXXTjlC
dVGcTTKELj
dRKAcU43Xb
Karl Berzins
CLbcj-gYdZ
-ChDQdDm9N
CFSLo82X8P
MacAskill
| Type | Entity | Claim | Verdict | Confidence | Sources | Last Checked | |
|---|---|---|---|---|---|---|---|
| Personnel | - | VichoV-Va3 | partial | 85% | 1 | 3/20/2026 | |
| Personnel | - | Goodfire | unverifiable | 95% | 1 | 3/20/2026 | |
| Personnel | - | Jade Leung's | partial | 95% | 1 | 3/20/2026 | |
| Personnel | - | Avital Balwit | partial | 85% | 1 | 3/20/2026 | |
| Personnel | - | QWv_kQTZWh | unverifiable | 95% | 1 | 3/20/2026 | |
| Personnel | - | Anna Salamon | unverifiable | 95% | 1 | 3/20/2026 | |
| Personnel | - | QP5PyYqRug | partial | 95% | 1 | 3/20/2026 | |
| Personnel | - | Nate Soares | confirmed | 95% | 1 | 3/20/2026 | |
| Personnel | - | Christian Szegedy | unverifiable | 95% | 1 | 3/20/2026 | |
| Personnel | - | Yuhuai Wu | unverifiable | 95% | 1 | 3/20/2026 | |
| Personnel | - | o6JJ1qfr39 | confirmed | 95% | 1 | 3/20/2026 | |
| Personnel | - | Helen Toner | partial | 85% | 1 | 3/20/2026 | |
| Personnel | - | Max Tegmark's | confirmed | 95% | 1 | 3/20/2026 | |
| Personnel | - | Seldon Lab | unverifiable | 95% | 1 | 3/20/2026 | |
| Personnel | - | n06aW-HUAS | confirmed | 95% | 1 | 3/20/2026 | |
| Personnel | - | MxvTzwOOHd | unverifiable | 95% | 1 | 3/20/2026 | |
| Personnel | - | Austin Chen | contradicted | 95% | 1 | 3/20/2026 | |
| Personnel | - | muag3kbl0a | confirmed | 95% | 1 | 3/20/2026 | |
| Personnel | - | Nate Soares | outdated | 95% | 1 | 3/20/2026 | |
| Personnel | - | FAR AI | unverifiable | 95% | 1 | 3/20/2026 | |
| Personnel | - | Eric Rogstad | confirmed | 95% | 1 | 3/20/2026 | |
| Personnel | - | Seldon Lab | unverifiable | 95% | 1 | 3/20/2026 | |
| Personnel | - | L91YwKUYMZ | partial | 85% | 1 | 3/20/2026 | |
| Personnel | - | kLSulG4fi1 | unverifiable | 95% | 1 | 3/20/2026 | |
| Personnel | - | KBUWWN25GF | confirmed | 95% | 1 | 3/20/2026 | |
| Personnel | - | IyQwH7xt02 | confirmed | 95% | 1 | 3/20/2026 | |
| Personnel | - | IO4dZquqMD | confirmed | 99% | 1 | 3/20/2026 | |
| Personnel | - | In3-f1rNX6 | partial | 70% | 1 | 3/20/2026 | |
| Personnel | - | iHNd6UNhVS | unverifiable | 95% | 1 | 3/20/2026 | |
| Personnel | - | Igor Babuschkin | unverifiable | 95% | 1 | 3/20/2026 | |
| Personnel | - | Seldon Lab | unverifiable | 95% | 1 | 3/20/2026 | |
| Personnel | - | hfwv3JnWWA | confirmed | 95% | 1 | 3/20/2026 | |
| Personnel | - | GYVR2Hny5O | confirmed | 95% | 1 | 3/20/2026 | |
| Personnel | - | Arb Research | unverifiable | 95% | 1 | 3/20/2026 | |
| Personnel | - | FParhBXRUz | unverifiable | 95% | 1 | 3/20/2026 | |
| Personnel | - | FP4OgbBjtO | unverifiable | 85% | 1 | 3/20/2026 | |
| Personnel | - | Goodfire | unverifiable | 85% | 1 | 3/20/2026 | |
| Personnel | - | METR | unverifiable | 95% | 1 | 3/20/2026 | |
| Personnel | - | Arb Research | unverifiable | 85% | 1 | 3/20/2026 | |
| Personnel | - | EsYzKUmLqS | partial | 95% | 1 | 3/20/2026 | |
| Personnel | - | Adam Beaumont's | partial | 95% | 1 | 3/20/2026 | |
| Personnel | - | Amber D. Miller | partial | 95% | 1 | 3/20/2026 | |
| Personnel | - | e5keXXTjlC | confirmed | 95% | 1 | 3/20/2026 | |
| Personnel | - | dVGcTTKELj | confirmed | 95% | 1 | 3/20/2026 | |
| Personnel | - | dRKAcU43Xb | unverifiable | 95% | 1 | 3/20/2026 | |
| Personnel | - | Karl Berzins | confirmed | 95% | 1 | 3/20/2026 | |
| Personnel | - | CLbcj-gYdZ | confirmed | 99% | 1 | 3/20/2026 | |
| Personnel | - | -ChDQdDm9N | confirmed | 99% | 1 | 3/20/2026 | |
| Personnel | - | CFSLo82X8P | confirmed | 95% | 1 | 3/20/2026 | |
| Personnel | - | MacAskill | partial | 85% | 1 | 3/20/2026 |
Data from source_check_verdicts table. Click a row to view detailed evidence.