For example, Roost is one of the projects I help advise. It makes it easy for anyone hosting any content site to scan for child sexual abuse materials, non-consensual intimate images, and other harmful content in a way that preserves privacy and avoids reliance on a central provider. People can contribute to safety—like with Common Voice —by donating threat intelligence gathered locally without compromising privacy.

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