Debug the Loop Without Losing the Sponsor
Use loop controls and evidence signals to coach a sponsor toward a safer design.
Rina R Strategy VP The pushback Rina sees a shallow AI-generated brief and wants persistence more than instrumentation. You need to convert persistence into a testable refinement loop. Evaluator-driven loops Define what the next pass must improve and what ends the loop. Another iteration is only justified when new evidence or explicit evaluation criteria can change the result. Reframe the ask Rina wants more looping, but you need a control design first. What should you say? Add the control Rina asks what control you would add. What is the best answer? Define the stop Rina agrees to a loop and…
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