Design the Clarity Your People and Your Agents Both Run On

Season 2 · Episode 11. The same clarity bottleneck is behind your rising AI bill and your people's guesswork about how decisions get made. A team lead in your organization runs an AI pilot for a week. The token bill comes in at millions of tokens, and nobody can point to one thing the team used. In this episode I follow that bill back to the context the team always ran on and never said out loud. I explain why the most capable AI models need that context the most, and the two ways a model handles a question nobody answered for it. Then I describe one ask I sent to Claude Fable 5.1 twice, with the context and without it, and how much the work changed. I set that beside what the makers of these models tell their own developers. The Operating Brief: make clear how the work gets decided, for your people and your agents alike. The Monday test: take the ask you would give an agent this week, set out its context in plain words, and hand the same context to your team. Episode 9 of Where Signal Gets Lost (the Cognitive Translation Protocol). Chapters: 00:00 The AI Pilot Dilemma 02:51 The Importance of Written Clarity 05:46 Dimensions of Clarity in Decision-Making 08:37 The Role of Context in AI Performance 11:34 The Cost of Unwritten Context 14:28 Human vs. Machine Decision-Making 17:44 Designing for Clarity and Context 20:34 The Future of Decision-Making in Organizations Read the essay: https://theautisticleader.ai/writing/... Subscribe: https://theautisticleader.substack.com