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The development of an erasable watermark for AI-designed proteins highlights both the promise and fragility of AI-driven scientific innovation. As AI tools like AlphaFold become standard in drug discovery, the need for provenance and verification will create demand for decentralized, tamper-proof alternatives—potentially benefiting blockchain-based solutions. This fits into the broader trend of AI and crypto intersecting, where projects like Fetch.ai, SingularityNET, and Ocean Protocol are building decentralized AI infrastructure.

Researchers developed a digital watermark that labels proteins designed by AI tools such as AlphaFold, though the marker can be erased.