Community Image Safety: 5 Lifecycle Validation Gates for Logistics OCR Uploads

<p>Short answer: use automated caption moderation as a high-recall first pass, then send uncertain or high-impact images to human review; neither layer provides complete coverage

<p>Short answer: re-encode the upload before it becomes public, then parse the resulting bytes and fail the publish job if GPS EXIF is still present. In a game community, that

<p>Here's a failure I've seen more than once on upload-heavy products: the endpoint returns 200, the user closes the tab, and twenty minutes later there's no order in the system

<p>For a fintech service that turns uploaded campaign artwork into several aspect ratios, inspect the image header during upload, reject dimensions and declared input size before

<p>Bottom line: rank a text-to-image API by prompt adherence and style control first, output resolution second, and treat upscale as an optional export step — OpenAI's images