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Authorship After AI: Proof, Provenance, and the New Publishing Workflow
machine learning Jul 31, 2026 6 min read

Authorship After AI: Proof, Provenance, and the New Publishing Workflow

Publishing is entering a phase where AI-written text is cheap and detection is unreliable. The durable solution is provenance-by-design: hashing and signing build artifacts so authors and publishers can verify what produced the final manuscript.

by ahsan
#ai #content authenticity #cryptography #llm #publishing

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