This is a preprint describing a novel computational method for LLM watermarking with theoretical proofs and benchmark results, but lacks peer review, clinical validation, or real-world deployment evidence needed for practice-changing claims.
Reported
Membership complexityO(1)
Self-salt speedup vs KGWover 6000×
Self-salt speedup vs SynthID2×