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Litigation Technology
The Legal AI 'Deposition Prep' Asymmetry: Why Plaintiffs' Firms Are Using AI to Cross-Reference Witness Histories While Defense Teams Are Still Doing It Manually

The deposition room has always rewarded preparation. In 2026, preparation increasingly means something specific: running a witness's prior sworn testimony, public statements, regulatory filings, and social media history through an AI system trained to surface contradictions before the examination begins. Plaintiffs' firms — particularly boutiques...

July 01, 2026 · 7 min
AI Tools / Practice Group Spotlight
Why Tax Lawyers Are the Sleeper Hit of Legal AI Adoption — and Why the IRS's Own AI Investments Are the Catalyst

The legaltech press has spent the better part of three years breathlessly covering AI's impact on litigation, M&A due diligence, and contract review. Meanwhile, tax lawyers have been quietly building some of the highest per-attorney AI ROI numbers in BigLaw — and almost nobody has...

June 28, 2026 · 7 min
AI Tools / Litigation
The Legal AI 'Deposition Transcript' Gold Rush: Why Court Reporting Firms Are Selling Transcript Libraries to AI Vendors — and Why Litigators Should Be Furious

Here is something your court reporter almost certainly didn't mention when she handed you the certified transcript: the firm that employs her may be sitting on a licensing agreement with an AI company that gives that vendor the right to train models on everything she's...

June 28, 2026 · 7 min
AI Tools / Legal Careers
Why Family Law Attorneys Are the Most Underserved Practice Group in Legal AI — and Why That Gap Is Closing Fast

Family law attorneys have been watching the AI revolution from the waiting room.

June 26, 2026 · 7 min
AI Tools / Litigation
The Legal AI 'Privilege Log' Trap: Why AI-Assisted e-Discovery Is Generating Privilege Assertions That Won't Survive a Motion to Compel

The privilege log has always been litigation's most tedious artifact. Thousands of entries, each requiring a specific factual predicate, each potentially the subject of a motion to compel. So when AI-assisted review tools promised to automate the process—flagging privileged documents, populating log fields, generating descriptions—litigation...

June 26, 2026 · 7 min
AI Tools
Why Environmental Lawyers Are Having the Loudest Internal Fight About AI — and What NEPA Review Timelines Have to Do With It

No practice area in American law is fighting harder about AI adoption right now than environmental law. Not IP, not securities, not even criminal defense — environmental. And the fight is unusually bitter because both sides have genuinely compelling arguments, the stakes involve real ecosystems...

June 24, 2026 · 7 min
AI Tools
The Legal AI 'Normalization Creep' Problem: Why Lawyers Are Accepting AI Output Quality That Would Have Failed a First-Year Associate Review Two Years Ago

Something uncomfortable is happening in law firms that have been running AI tools for eighteen months or more, and the partnership is mostly not talking about it. The quality floor is dropping. Not catastrophically, not all at once — but incrementally, invisibly, in the way...

June 24, 2026 · 7 min
Legal AI / Practice Group Spotlight
Why Patent Prosecutors Are the Last Lawyers Who Haven't Trusted AI — and Why That's Starting to Break

When litigation departments at firms like Latham & Watkins and Kirkland & Ellis started quietly deploying AI drafting tools in 2023 and 2024, patent prosecutors largely watched from the sidelines. Not because they were technophobic. Because they were right to be skeptical.

June 22, 2026 · 7 min
Legal AI / Legal Ops
The Legal AI 'Rebundling' Problem: Why Vendors Are Quietly Adding Practice Management Features — and Why That Should Make GCs Nervous About Antitrust Exposure

Something is happening in legal AI that deserves more attention than it's getting in board rooms and procurement meetings. The major vendors — Harvey, Ironclad, ContractPodAi, and increasingly Thomson Reuters with its CoCounsel suite — are no longer selling point solutions. They're selling ecosystems. And...

June 22, 2026 · 7 min
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