#provenance

Watermarking Should Be Treated as a Monitoring Primitive

A new paper reframes LLM watermarking from an adversarial evasion problem into a monitoring infrastructure question. If you are deploying watermarked models, you are deploying a monitoring system — whether or not you intended to.