Managing partner viewNational legal AI risk dashboard
Source-backed observed patterns. Corpus checked Jul 23, 2026; latest tracked decision Jul 21, 2026. This dashboard does not estimate the prevalence of AI use or usage-adjusted incident rates.
Matched records1,781
Any source link1781/1781
High editorial impact204
Positive amount recorded206/1781
Role-aware readoutObserved 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
Impact is an editorial consequence classification, not a probability or prediction.
Recorded matter attributes
misrepresented authority753
Tags include posture, participants, failure patterns, and outcomes. They overlap, so one matter may contribute to several bars.
Recorded matters over time
Counts reflect the current corpus snapshot and may rise for earlier years as research coverage expands.
Source-link tier
Publisher document archive1643
Secondary or other linked source94
Docket or legal-document mirror28
Official court or government source16
A linked source improves traceability; it does not mean every field has been independently verified.
Explicit tool mentions
Mentions are not usage-adjusted failure rates and do not establish comparative product safety.
Recorded practice signals
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