CloakAI is building the next generation of content protection for the AI era.

Most existing “AI protection” tools focus on avoidance, trying to hide content from models that are increasingly good at normalizing, preprocessing, and retraining around those defenses. CloakAI is exploring a more durable approach: training resistance.

Our work focuses on making digital content unreliable and economically unattractive for unauthorized AI training, while preserving usability for humans. Combined with content provenance standards like C2PA, CloakAI turns non-consent into a measurable technical and economic signal—not just a declaration.

CloakAI is designed for creators, organizations, and platforms that care about consent, attribution, and long-term leverage in an AI-driven world. We believe protecting digital identity and creative work isn’t about fighting AI, it’s about aligning incentives so responsible use is the default.

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