Official provider documentation
What the company currently publishes. Not an AWC measurement.
Official Anthropic statements plus an AI Watermark Center protocol for inspecting copied Claude text for observable Unicode. Independent sample collection is in progress; no dataset is published yet.
Collecting
Official provider documentation
What the company currently publishes. Not an AWC measurement.
AWC observations
Unicode or embedded-metadata inspection of owned/permissioned samples. Scoped to that sample.
Provider-verified results
Manual use of an official verifier. Not independent SynthID detection by AWC.
Limitations
Small samples are exploratory. not-detected is not human authorship.
Raw provider outputs stay private unless a sample is explicitly flagged for publication. Test fixtures are not research samples.
Anthropic’s 14 August 2026 announcement states that nothing is added to the text and that there are no hidden characters in the watermark mechanism. The same article says watermarking is not extra appended tokens: it changes the source of randomness used when the model chooses among already-plausible next words. That is official provider documentation, not an AI Watermark Center measurement.
What observable Unicode and formatting characteristics appear in the collected Claude text outputs? The study does not score Anthropic’s keyed/statistical marking, does not treat Unicode findings as that marking, and does not treat a clean Unicode report as an authorship verdict.
The 24-sample design is an exploratory collection plan chosen to provide variation across prompt classes and languages. It is not statistically representative of all Claude output. Internal target: 24 genuine outputs (six prompt classes × four languages). Results will be worded as “in this sample” or “among the collected outputs.” Unicode findings are not statistical-watermark detection.
This is an exploratory sample, not statistically representative of all Claude usage. Collection surface and copy/export paths may affect encoding. Only observable Unicode is measured. Anthropic’s statistical / keyed watermark is not tested. Model coverage is limited to samples where the model is actually known. Findings will reflect each sample’s collection date.
Findings will be about inspectable Unicode, not about whether Anthropic’s statistical watermark is present. Raw Claude outputs stay private unless separately approved. Later reports will use aggregate statistics from genuine samples only.
How Claude’s text watermarking works — Anthropic
Published August 14, 2026. Accessed August 15, 2026.
Primary source for the statistical text-watermark mechanism, hidden-character denial, detection-key dependency, and limitations.
How Claude marks AI-generated content — Anthropic / Claude Help Center
Accessed August 15, 2026.
Primary source for launch timing, product surfaces, C2PA file provenance, and mark-detection limitations.