Risk data, not endorsement
Evaluations
Citation-accuracy and hallucination-rate benchmarks for named AI legal tools, framed explicitly as risk data rather than product endorsement. Each evaluation discloses its benchmark source, methodology, and test date, and aggregates independent studies rather than vendor-supplied figures where possible. Every tool profile cross-links to the specific Risk Digest cases in which that tool was implicated, turning benchmark scores into traceable risk signals. Serves the procurement and comparison task: is this specific tool safe enough to use. Excludes narrative case reporting (Risk Digest) and procedural steps (Workflows); comparisons must always disclose methodology to avoid misleading side-by-side figures across incompatible test conditions.
Source undisclosed
Figures from this source are not directly comparable to other benchmark sources without checking each study's methodology.
UpdatedHallucination rateNot measured / undisclosedHow to Get Compensated for the United Airlines Outage
A step-by-step recovery playbook for passengers affected by United Airlines' August 6 system outage, outlining the five most effective compensation pathways and the order to pursue them.
UpdatedHallucination rateNot measured / undisclosedHow the USFWS Blanket Rule Revocation Affects Endangered Species
The USFWS's July 2026 final rule eliminates the blanket 4(d) rule, ending the default extension of take prohibitions to newly listed threatened species. This article examines the legal authority cited, the rule's prospective scope, and what practitioners should watch for in compliance and litigation.
UpdatedHallucination rateNot measured / undisclosedvLex Vincent AI Review: What Independent Benchmarks Reveal About Its Accuracy and Limitations
A synthesis of four independent benchmark studies and a real-world librarian comparison evaluating Vincent AI's accuracy, hallucination rates, workflow strengths, and limitations — helping legal professionals decide where the tool fits in their practice.
UpdatedHallucination rateNot measured / undisclosedHow VSP staffing cuts are reshaping norovirus outbreak litigation
The elimination of the CDC Vessel Sanitation Program's civilian workforce in April 2025 has removed the independent outbreak investigation and inspection regime that both plaintiffs and defendants relied on in norovirus litigation. This article examines how the resulting information gap affects evidence availability, burden of proof, and risk assessment for cruise ship outbreak claims in 2026.
UpdatedHallucination rateNot measured / undisclosedWhy Yellowstone Hot Spring Injury Claims Almost Always Fail
Visitors severely burned or killed by Yellowstone's thermal features face an exceptionally steep legal path to recovery. This analysis examines why no plaintiff has won a jury verdict against the National Park Service for a hot spring injury in over 50 years, with only one pre-judgment settlement on record.
UpdatedHallucination rateNot measured / undisclosedAI Transcription and Privilege Waiver: A Risk Framework for Law Firms
This article examines how cloud-based AI voice transcription tools can waive attorney-client privilege, drawing on recent court rulings, state ethics opinions, and the developing circuit split. It provides a risk framework based on vendor data practices, client consent requirements, and architectural safeguards.
UpdatedHallucination rateNot measured / undisclosedFive Due Diligence Questions the Ben Affleck AI Deal Raises
Using the Netflix-InterPositive acquisition as a case study, this article identifies five due diligence dimensions that AI company acquisitions uniquely raise — covering IP provenance, patent risk, labor exposure, founder conflicts, and ethics representation gaps. In-house counsel can apply this framework when evaluating AI targets.
UpdatedHallucination rateNot measured / undisclosedWhat laws enable Burnham's devolution and public ownership agenda?
An analysis of the statutory architecture enabling Andy Burnham's twin pledges of deeper English devolution and expanded public ownership, assessing which elements are immediately actionable under existing law and which require new legislation or fiscal headroom.
UpdatedHallucination rateNot measured / undisclosedCDC cruise ship outbreak lawsuit settlement trends in 2026
This article examines how the 2025 elimination of CDC Vessel Sanitation Program civilian staff, the resulting surveillance gap, and recent settlement outcomes reshape the legal landscape for cruise ship outbreak claims. Readers will understand the paradox of fewer posted outbreaks obscuring real illness rates, the unchanged procedural barriers, and the strategic value of documented outbreak data for plaintiffs.
UpdatedHallucination rateNot measured / undisclosedProtecting Client Privacy in Celebrity Divorces
Attorneys handling high-profile divorce cases need more than a single confidentiality order. This article examines California's legal toolkit—pseudonym filings, private judges, arbitration, and penalty clauses—and where case law has exposed each mechanism's enforceable limits.
UpdatedHallucination rateNot measured / undisclosedHow U.S. Law Enabled the Chinese Journalist Visa Revocation
This article analyzes the legal basis for the U.S. revocation of a Chinese journalist's visa as a retaliatory act. It examines the foreign-policy inadmissibility framework, the prudential revocation power, and how the July 2026 DHS I-visa rule reinforces a system that can bypass case-by-case justification.
UpdatedHallucination rateNot measured / undisclosedCleo Fields' Career Tracks the Voting Rights Act's Dismantling
This article traces Representative Cleo Fields' congressional career through two landmark Supreme Court rulings thirty years apart that eliminated his majority-Black districts, showing how his personal story illuminates the Voting Rights Act's transformation from a robust racial vote dilution remedy to a near-dead letter under the Roberts Court.
UpdatedHallucination rateNot measured / undisclosedCoCounsel vs Lexis+ AI: Accuracy, Hallucination Rates, and the Duty to Verify
This comparison examines the only peer-reviewed independent benchmark of Lexis+ AI and Westlaw AI-Assisted Research (the predecessor to CoCounsel), explains why the accuracy gap matters less than the professional duty to verify, and clarifies what practitioners need to know about the rebuilt CoCounsel Legal that has not yet been independently tested.
UpdatedHallucination rateNot measured / undisclosedHow CoreWeave's Stock Drop Exposes Legal AI Infrastructure Risk
CoreWeave's ~52% stock decline and securities class actions reveal concentration risk in AI infrastructure that many legal AI tools depend on. This article translates those market events into a practical due diligence framework for law firms evaluating vendor infrastructure dependencies and contractual protections.
UpdatedHallucination rateNot measured / undisclosedDaniel Siad and the Legal Implications for Epstein-Era Recruiters
The Daniel Siad case reveals how US and French law treat recruiters who facilitate sex trafficking without directly committing abuse, exposing liability gaps, statute of limitations challenges, and the impact of the DOJ Epstein files on evidentiary standards for intermediaries.
UpdatedHallucination rateNot measured / undisclosedEB-2 India Still Unavailable in August 2026 Visa Bulletin
The August 2026 Visa Bulletin confirms EB-2 India remains 'Unavailable' for the second consecutive month, meaning no green card issuances for Indian EB-2 applicants until the new fiscal year starts October 1, 2026. This article explains what 'Unavailable' means for pending I-485s, new filings, and the near-term outlook.
UpdatedHallucination rateNot measured / undisclosedFederal Court Decisions Fracture TPS Work Authorization Status
Two federal court rulings in June and July 2026 have created a patchwork of rules for TPS work permits. This article traces the Supreme Court's Mullin v. Doe decision and a Massachusetts district court's partial stay, then maps the resulting legal status for TPS holders by country of origin.
UpdatedHallucination rateNot measured / undisclosedHow Antitrust Law Shapes the Fertitta-Caesars Acquisition
A structured analysis of the FTC's antitrust review of the Fertitta-Caesars deal, examining geographic market definition, overlapping casino markets, and the likely divestiture remedies informed by the Eldorado-Caesars consent order precedent.
UpdatedHallucination rateNot measured / undisclosedFord's kill-switch patents create legal risks beyond repossession
Ford's patent portfolio, including an abandoned self-repossession patent and active biometric surveillance applications, signals a layered legal landscape that implicates state privacy laws, consumer protection authority, and UCC self-help limits. This analysis distinguishes patent status from product reality and maps the real legal exposure for the automotive industry.
UpdatedHallucination rateNot measured / undisclosedForest Service Kidnapping Charges Under 18 U.S.C. § 1201(a)(5)
This article provides a source-cited analysis of 18 U.S.C. § 1201(a)(5) using the July 2026 kidnapping of two U.S. Forest Service employees near Gumboot Lake as a case study. It covers the statute's elements, jurisdictional hooks, penalty exposure, and procedural implications for legal professionals.
