Public trackerCorpus refreshed Sep 10, 2026 · Latest decision Sep 8, 2026Public incidents are risk signals, not usage-adjusted rates
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National legal AI risk dashboard

Source-backed observed patterns. Corpus checked Sep 10, 2026; latest tracked decision Sep 8, 2026. This dashboard does not estimate the prevalence of AI use or usage-adjusted incident rates.

Matched records2,016
Any source link2012/2016
High editorial impact250
Positive amount recorded235/2016
Role-aware readout

Observed filing-risk patterns require a verification gate, not a blanket AI ban.

Prioritize citation existence, quotation accuracy, proposition support, responsible-reviewer signoff, and a matter-level exception record.

Editorial impact mix

career ending39
high211
medium341
low1425

Impact is an editorial consequence classification, not a probability or prediction.

Recorded matter attributes

fake citations1712
trial1699
pro se1164
misrepresented authority859
fabricated quotes666
contract446

Tags include posture, participants, failure patterns, and outcomes. They overlap, so one matter may contribute to several bars.

Recorded matters over time

202316
202461
2025846
20261093

Counts reflect the current corpus snapshot and may rise for earlier years as research coverage expands.

Source-link tier

Publisher document archive1863
Secondary or other linked source104
Docket or legal-document mirror28
Official court or government source17
Source link missing4

A linked source improves traceability; it does not mean every field has been independently verified.

Explicit tool mentions

ChatGPT109
implied6
Copilot5
CoCounsel4
Claude3
Google AI3

Mentions are not usage-adjusted failure rates and do not establish comparative product safety.

Recorded practice signals

contract446
administrative254
civil rights201
employment183
tort176
other162

Practice labels describe recorded matter context, not market-level exposure.

Priority source-linked matters

Birsingh v. Little Wheel, LLC, et al.M.D. PennsylvaniaJul 10, 2026career endingWithers v. City of AberdeenN.D. MississippiJun 8, 2026career endingLnu v. Blanche9th Cir. CAJun 3, 2026career endingIn the Matter of Janelle Melissa Lewis, an attorney and counselor-at-lawApp. Div. 1st Dept (NY)May 14, 2026career endingJoshua Harris v. Pinnacle Bank (2)N.D. MississippiMay 7, 2026career endingHannah Renee Payne v. The StateSC GeorgiaMay 5, 2026career endingDisciplinary proceeding - Rol N°23.322-2025Corte Suprema, Tercera SalaApr 22, 2026career endingNajafpir v. Wells Fargo Bank, N.A.N.D. CaliforniaApr 3, 2026career ending