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
6,807
75% of checked
Has Issues
1,321
15% of checked
Can't Verify
972
11% of checkedincl. 236 dead links
Not Yet Checked
43
of 9,143 total
Contradicted
74
Fix now — data may be wrong
Outdated
21
Source has newer info
Accuracy Rate
99%
confirmed / (confirmed + wrong + outdated)
Needs Recheck
166
Flagged for re-check
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 35
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 33
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 32
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 31
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 30
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 29
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 28
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 26
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 25
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 24
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 22
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 20
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 19
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 17
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 15
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 13
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 12
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 11
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 10
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 8
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 6
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 5
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 4
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 3
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 2
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 1
Red Queen Bio - Footnote 16
Red Queen Bio - Footnote 13
Red Queen Bio - Footnote 11
Red Queen Bio - Footnote 10
Red Queen Bio - Footnote 4
Red Queen Bio - Footnote 3
Red Queen Bio - Footnote 2
Red Queen Bio - Footnote 1
Recoding America - Footnote 8
Recoding America - Footnote 7
Recoding America - Footnote 5
Recoding America - Footnote 4
Projecting Compute Spending - Footnote 19
Projecting Compute Spending - Footnote 5
$100B-$300B+ Spending Analysis - Footnote 12
$100B-$300B+ Spending Analysis - Footnote 7
$100B-$300B+ Spending Analysis - Footnote 3
Polymarket - Footnote 96
Polymarket - Footnote 95
Polymarket - Footnote 94
Polymarket - Footnote 93
Polymarket - Footnote 92
Polymarket - Footnote 91
Polymarket - Footnote 90
Data from source_check_verdicts table. Click a row to view detailed evidence.