
Across data, photos, suppliers, and cofounders, the recurring move this week is the same: insert a verification step between the user and a world that is no longer trustworthy by default.
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AI-generated dataset proliferation forces a wave of audit-trail tooling. Expect spreadsheet incumbents (Airtable, Rows, Sigma) to ship native diff/audit views within two quarters as the category opens.
AI-CSAM headlines have moved parent anxiety from edge case to mainstream. Whichever consumer privacy app first nails the grandparent-grade UX captures the category before Apple/Google bake it in.
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