Bari A. Williams
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The Model is Not the Answer: Choose Legal AI Based on What Your Team Needs
Every few weeks, a new AI model launches with a press release full of benchmark numbers. Legal media reports that it scores higher on reasoning tests, handles longer context windows, and generates output faster than others in the market. And somewhere in your organization, someone forwards the article with a question: Should we switch? Most of those teams don’t have the wrong model. They have the wrong evaluation framework.
The Habit You Can’t Afford: Calling Outside Counsel for Routine Contracts
Here is what the outside counsel reflex actually costs: an associate at a top firm billing $600 an hour to review a non-disclosure agreement (NDA) that your team could have handled. Weeks added to a routine vendor agreement because nobody had a playbook for that jurisdiction. A deal that should have closed last quarter still sitting in legal. Most in-house legal teams have not updated their review infrastructure to match the scope of the business they support.
Tasks to Teammates: How to Delegate Legal Work to AI Agents
Bärí A. Williams leads LegalOn ’s legal and legal content teams. An attorney with 16+ years in tech transactions, she blends legal expertise with industry insight. Previously, she held pivotal roles at Meta (Facebook) and StubHub, shaping innovative legal strategies. Her email is: bari.williams@legalontech.com . Once artificial intelligence (AI) starts behaving like a teammate, we have to think about treating it like one.
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