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Bride of the Token Cost Panic

A few weeks ago I ran the numbers on the token cost panic. I took the scariest figure in legal AI, the finding that agentic workflows burn a thousand times more tokens than a chat query, and followed it all the way down to a dollar amount on a real deal. The panic did not survive the arithmetic. The piece is


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The Flight Simulator for Lawyers: Abdi Shayesteh and Jeanine Conley Daves on AI, Deliberate Practice, and the Future...

This week on The Geek in Review, we talk with Abdi Shayesteh, CEO of AltaClaro, and Jeanin...


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Ryan McClead on Writing With Claude and What AI Agents Mean for Legal Work

This week on The Geek in Review, we talk with Ryan McClead of Sente Advisors about his new book on AI agents, written in collaboration with Claude. McClead explains how a short best practices guide...


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Your New AI Colleague – A Field Guide to the AI That’s Going to Do Your Job
The chatbot era was the warm-up. Your New AI Colleague is a field guide for what comes next.

I just spent five weeks writing a book with an AI. Not prompting it and cleaning up the output. Writing with it — the way you write with a co-author. The AI read a bunch of...


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The Token Cost Panic Is Wrong. Here Is the Math.

There is a growing chorus of voices in legal AI telling you to be very, very worried about the cost of tokens. Stanford says agentic AI uses 1,000 times more tokens than a chat query.


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