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  5. Watermark Capacity
Safety & Alignmentaka watermark carrying capacityaka words left open to chance

Watermark Capacity

Watermark capacity is how much room a piece of text left for an AI watermark to exist at all — high for open-ended prose, near zero for quoted text, code, or extracted fields — regardless of who actually wrote it.

Ask Melo about this← all terms

Because a text watermark only re-derives the random number used at high-entropy "fork" choices rather than adding a separate signal, passages with few forks carry little or no watermark no matter their origin: quoted spans, structured data, proofread input, and exact code are pinned by the task and leave chance nothing to steer. Watermark capacity estimates this ceiling — discounting code, quotes, structured lines, and factual anchors to surface the share of a passage genuinely open to word-choice variation — which is checkable without the detecting lab's secret key, unlike the watermark's presence itself. explainx.ai's watermark capacity tool applies this estimate per passage to explain why a clean detector result on low-capacity text proves little either way.

Related terms

AI Text WatermarkC2PAAI Safety