Classify image tasks into low-detail, high-fidelity, or human-verified workflows.
Sort the image tasks by the workflow they need before prompting. Low-detail is enough Needs high-fidelity capture Needs human verification General room layout scan low-detail Tiny equipment label high-fidelity Color-coded chart read Specialized medical image human-verified Exact count of many parts Package color impression vision-risk routing Moved from one-size image prompting to risk-based image routing. The more exact or consequential the read, the more verification it needs.
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