There’s a peculiar irony in how lawyers are trained to think. We spend three years in law school learning to reason from precedent, to find the case that came before and extract its wisdom for the case at hand. It’s a beautiful system, really. Centuries of judicial reasoning, catalogued and cross-referenced, forming an intricate web
Technology
MIT came up with “Iceberg Index” which is an AI labor index!
ComputerWorld.com reported that “MIT has started taking a count of AI agents around the world to get a larger view on how technology could replace human labor. The “Iceberg Index” counts the different types of AI agents conducting work previously done by human labor. The initial index numbers indicate that just 13,000 agents…
AI Healthcare Claim Denial Lawsuits and Patient Harm
AI healthcare claim denial lawsuits are accelerating, and they’re not about technical glitches. They target how automation shapes patient access and drive harm. And the lessons being learned by healthcare apply across a variety of other industries from insurance, finance, housing, HR, and many others.
Insurers no longer manage liability through policy design alone. Once…
How Much Legal Work Can You Automate? (And How to Do It Safely)
From generative to agentic in legal practice
AI has transformed what’s possible in legal work. Tools have evolved from simple database searches to drafting client documents, analyzing contracts, and more. Each advancement has created new efficiencies and opportunities. The shift to agentic AI, however, is a different kind of leap and turns AI into a…
Is Google Gemini the best AI?
Computerworld.com reported that “It took just under three years, but Google has finally caught up and overtaken its AI competitors.” The December 1, 2025 article entitled “Google is now the best at AI — but is it enough?” (https://www.computerworld.com/article/4098843/google-is-now-the-best-at-ai-but-is-it-enough.html) had these comments:
When OpenAI released ChatGPT at the end of 2022 and created…
EvenUp Launches Medical Management Tool to Address Treatment Gaps in Personal Injury Cases
EvenUp today introduced its new Medical Management product designed to help personal injury law firms track their clients’ medical care in real time and prevent treatment interruptions that can undermine case value. The San Francisco-based company, which specializes in AI tools for personal injury practices, said the product addresses a widespread problem. According to EvenUp’s…
x402
AAA Launches AI Chatbook and Guide for Self-Represented Parties in Arbitration
The American Arbitration Association has introduced two free resources aimed at helping individuals and small businesses navigate arbitration without legal representation. The tools, released today, include an AI-powered chatbook that provides real-time answers to questions about arbitration procedures, rules and case management, and a downloadable PDF handbook that walks users through the arbitration process step-by-step,…
What to Do About Legal Clients Using AI
AI is already a go-to for client legal questions
According to data from the latest Legal Trends Report, 57% of consumers say they either have or would use AI to answer their legal questions.

There are many good reasons for the trend. For one, the technology is simple to use and it’s available…
Emerging Legal Technology: How Clio Is Shaping the Future of Law
What is emerging legal technology—and why it matters now
Emerging legal technology refers to new tools (e.g., AI, automation, and legal analytics) that enhance how legal professionals manage, analyze, and deliver legal services. These technologies solve many of the challenges lawyers face today: time-consuming administrative work, rising client expectations, increasing competition, and growing pressure to…