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Applied AI·July 8, 2026·1 min read

Still think you can spot AI? Here’s how to catch more convincing AI images, deepfakes and scams

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If consumer guides are needed to spot AI images and scams, visual trust is now a UX and product requirement, not a niche security concern. Any product that relies on user-uploaded media should be budgeting for provenance, detection, and user education this year.