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Figure 10.5: The evaluator–optimizer loop, the one shape whose defining arrow points backward (in accent)

The evaluator–optimizer loop, the one shape whose defining arrow points backward (in accent).
Figure 10.5 The evaluator–optimizer loop, the one shape whose defining arrow points backward (in accent). A generator proposes a candidate; a separate evaluator—a real verifier where one exists, a rubric-armed critic where none does—either passes it or returns specific feedback for the next revision. The loop has two doors out, the evaluator's pass and a hard cap, and the cap is mandatory: a loop whose only exit is a verdict is a loop with no guaranteed exit.