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Applied AI·July 11, 2026·1 min read

Meta pulls new AI image feature after days of backlash

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User trust is now a hard constraint on generative UX, not an afterthought. If your AI feature can plausibly distort identity, politics, or safety, assume you need pre-launch guardrails, opt-outs, and a rollback plan baked into the roadmap.