Choose when an image prompt should request a better capture rather than force extraction from a weak photo.
The capture is the problem, not the prompt wording. Priya needs help from an image model. Which prompt is the best first move? Read the exact error code and serial number from this panel. This forces extraction from a weak capture. It violates the readability check: exact text should not be requested until the image is clear enough. Zoom in mentally and infer the likely code from the visible panel layout. This explicitly invites guessing. The violated principle is uncertainty control: do not ask the model to fill unreadable visual gaps. First judge whether the code is readable from this…
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