Equipment Inventory From Photos

BuilderGeminiit ops

A confidence column and an explicit unreadable marker keep the inventory honest.

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Listing components and connections explicitly lets you check what the model saw before you rely on its explanation.

it-ops

The description step is a quick check that the file was read properly.

analysis

Asking the model to transcribe the text first exposes misreads before they turn into bad advice.

it-ops