Iterative Refinement Loops, also known as generate-evaluate-refine cycles, are a mechanism for closing quality gaps in an agent’s output. The process involves a generator producing an initial output, an evaluator scoring it against a rubric, and the feedback being passed back to the generator for revision.

Why it matters: This provides a structured way to improve the quality of an agent’s work, especially when dealing with ambiguous goals.

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