ArtyShield
Today, generative AI can replicate music styles, vocals, and instrumentals at scale—often without the creator’s consent. Musicians, labels, and rights holders lack effective tools to protect their works from being scraped, cloned, or remixed by AI models. Existing copyright frameworks are slow, reactive, and ill-equipped for invisible mass ingestion of creative content in AI training.
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