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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…

I recently presented to a great audience at the State Bar of Michigan Information Technology Law Section’s Annual conference about AI. I described my presentation as an introduction to AI for not-overly-technical lawyers. And it was a lot of fun. Although I’m now concentrating on speaking a private events, it was great to do a…

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Adding a ‘Group Advisory Layer’ to Your Use of Generative AI Tools Through Structured Prompting: Using Personas for Advisory Boards, Task Forces, Mastermind Groups, and Other Collections of Personas to Assist in Evaluations, Assessments, Recommendations, Decision-making, and much more (Including Law-related Examples)

A Kennedy Idea Propulsion Laboratory White Paper


By Dennis Kennedy
September 10…