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This paper has been published and and a PDF of it is available at https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5397903

The Operational Protocol Method: Systematic LLM Specialization Through Collaborative Persona Engineering and Agent Coordination

By Dennis Kennedy
August 19, 2025
Kennedy Idea Propulsion Laboratory Working Paper No. 2025-01

License: This work is licensed under the Creative Commons Attribution-ShareAlike 4.0

The Starting Gun for Legal AI Has Fired. Who in Our Profession is on the Starting Line?

Feet of sprinter standing by starting blocks

The legal profession’s “wait and see” approach to artificial intelligence is now officially obsolete.

This isn’t hyperbole. This is a direct consequence of the White House’s new “Winning the Race: America’s AI Action Plan.” After spending the last

I’ve been working on organizing and optimizing my AI prompts and prompting methodologies. I noticed that I have two major categories of approaches.

The first I call “complex, structured prompting.”

Google Gemini describes that, and I think accurately, as “a systematic, engineered way to interact with AI. It’s about building a personalized ‘cognitive operating system’

Well, here we are again. Another February 15th and another blawgiversary for DennisKennedy.Blog. It’s hard to believe it’s been twenty-two years. since I wrote that first bold and triumphant announcement, echoing Babylon 5: “And so it begins . . .” I genuinely thought I was late to the blogging party back in 2003. Turns out

I’ve long advocated for Personal Quarterly Offsites (PQOs) as a powerful personal tool for legal professionals. Taking a half-day each quarter to step back, reflect, and plan can drastically improve focus, productivity, and long-term strategic alignment.

Let’s be honest: most “personal productivity” advice is, well, let’s just say overhyped. PQOs actually work because they are

I see the future of legal education transforming before our eyes, and I’m excited to share that I’m contributing in my own small way to that transformation. My Fall 2024 syllabus for “Artificial Intelligence and the Law” at Michigan State University College of Law is now available on the Syllabi Commons, thanks to John

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If innovation is on your law department’s agenda for 2024, this message is for you. As 2024 draws to a close, I’ve found myself reflecting on how far the world of law department innovation has come—and how much work remains. There’s one small problem: I have only one or two open slots left for 2024

How Can Law Professors Effectively Teach AI Literacy to Law Students?

Image of poster for AI Studio - green with spartan image and description of sessions and other info

Last spring at the Michigan State University College of Law and the MSU Center for Law, Technology & Innovation we introduced the “LegalRnD AI Studio,” a groundbreaking mini-course series designed to elevate law students’ AI literacy, focusing on practical skills in generative AI. I

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Is your leadership team asking for more innovation from your law department? Is delivering innovation results on your department or personal annual objective list?

C-suites are demanding that their general counsels and law departments accelerate their efforts to keep pace with innovation goals across the organization. They want their law departments to be as creative