CONCEPT
The Three Circles of Policy
Fukuyama's 2026 framework distinguishing problem identification, solution optimization, and implementation — and his thesis that AI accelerates the first two circles but leaves the third, where trust and politics live, untouched.
In his March 2026 essay "What AI Hypists Miss," Fukuyama identified three circles in policy analysis. The first is problem identification — recognizing that a problem exists and understanding its dimensions. The second is determining the optimal solution. The third is implementation — the actual deployment of the solution in the real world, with all the political negotiation, stakeholder management, and iterative adjustment deployment requires. "Intelligence only gets you to the end of the second circle," Fukuyama wrote, "and is of limited help in the third. An LLM cannot directly interact with stakeholders, message them, or come up with resources." The framework locates AI's capability precisely where it is most powerful and its insufficiency precisely where it matters most.
In The You On AI Field Guide
The third circle is where trust operates. It is the domain of persuasion, negotiation, compromise, the management of competing interests, the cultivation of cooperative relationships that transform a good plan into