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Corpus analytics

The public record,
measured honestly.

Understand the legal AI risk landscape in seconds. Explore trends, sources, attribution, and consequences, then inspect the records behind every signal.

Corpus intelligence

See the record, its shape, and its limits.

Counts describe tracked public matters, not industry incidence. Failure and consequence tags can overlap. Monetary metrics use only records with a known amount.

Tracked matters1,92242 countries · Apr 14, 2023 to Aug 13, 2026 Source-linked99.8%1,919 of 1,922 records contain a source URL Courts represented63953 US jurisdictions represented Latest 30 days111Relative to latest recorded decision Known monetary total$1.68M218 records with a recorded amount

Corpus growthCumulative record and monthly additionsInteractive decision-date view

View

Decision month. Corpus-added dates are not recorded. The latest period may be incomplete. Hover for values; click a period to inspect records.

Observed consequencesWhat the record says happened

tags overlap

Warning or admonishment633

Monetary sanction417

Bar or professional referral173

Professional discipline151

Dismissal or adverse disposition112

Recurring signalsLeading failure modes

tags overlap

Fabricated authorities1,638

Trial1,624

Pro Se1,111

Misrepresented authority811

Fabricated or altered quotations630

ConcentrationMost represented courts

corpus coverage

Attribution statusHow AI involvement is recorded

record classification

AI implied or unspecified1,282

Tool unidentified412

Named tool recorded212

Allegation-only record16

A recorded name or implication is not proof of causation; inspect the underlying source.

Source qualityLinked evidence by source tier

URL classification

Publisher document archive1,776

Secondary or other source99

Docket or document mirror28

Official court or government16

Source link missing3

A source link improves traceability but does not mean every field was independently verified.

Review statusRecorded human review coverage

Marked human-reviewed0

Not marked human-reviewed1,922

Review status reflects the tracker field; absence of a mark does not prove no review occurred.

Trust and quality

Know what is present, and what is missing.

99.8%source-linked1,919 records

1,776Publisher document archivelargest source tier

218known amounts$1,684,317 total

1,906non-allegation-only16 allegation-only

0human-reviewed0% of corpus

3missing source linkinspect before relying

Inspect data quality

Inspect and analyze

Go from signal to source-backed record.

Every chart links back to the public matters behind it. Use Explore when you need a narrower, reproducible view.

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