I have just posted a trio of new research white papers to SSRN. These represent the latest output from the Kennedy Idea Propulsion Laboratory and the culmination of my work over the last month to move AI beyond “utilitarian drift.” This is the cycle of incremental efficiency gains that ultimately generates no transformative insight.
The Operational Protocol Method: Systematic LLM Specialization Through Collaborative Persona Engineering and Agent Coordination
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
Slides from my Recent AI Presentation
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
Adding a ‘Group Advisory Layer’ to Your Use of Generative AI Tools Through Structured Prompting: The G-A-L Method
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