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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 matters2,03645 countries · Apr 14, 2023 to Sep 8, 2026 Source-linked99.8%2,032 of 2,036 records contain a source URL Courts represented66153 US jurisdictions represented Latest 30 days91Relative to latest recorded decision Known monetary total$1.78M235 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 admonishment673

Monetary sanction438

Bar or professional referral182

Professional discipline160

Dismissal or adverse disposition113

Recurring signalsLeading failure modes

tags overlap

Fabricated authorities1,724

Trial1,717

Pro Se1,172

Misrepresented authority864

Fabricated or altered quotations668

ConcentrationMost represented courts

corpus coverage

Attribution statusHow AI involvement is recorded

record classification

AI implied or unspecified1,356

Tool unidentified438

Named tool recorded222

Allegation-only record20

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

Source qualityLinked evidence by source tier

URL classification

Publisher document archive1,882

Secondary or other source105

Docket or document mirror28

Official court or government17

Source link missing4

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-reviewed2,036

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-linked2,032 records

1,882Publisher document archivelargest source tier

235known amounts$1,780,702 total

2,016non-allegation-only20 allegation-only

0human-reviewed0% of corpus

4missing 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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