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Figure 4.4: Generate, check, revise—a loop only as good as the signal it feeds back

Generate, check, revise—a loop only as good as the signal it feeds back.
Figure 4.4 Generate, check, revise—a loop only as good as the signal it feeds back. Route the candidate to a real verifier (in accent) and the verdict is evidence: a measurement that owes the model's confidence nothing. Route it back to the model's own judgment (dashed) and the verdict is only opinion, reviewed with the very mind that wrote the answer. Same loop; different trust.