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The Content Seal manifest named the production GPU worker in its provenance column and in two row keys, several docstrings described their sources as user uploads from the private corpus, and that corpus was called by the storage product holding it. Each is now what a public reader can check: a pipeline and strength, material that is not publication-cleared, and a private corpus. The corpus test follows the renamed rows. Deployment and tier detail goes the same way, since which backend each hosting tier can afford is a product decision, not a library fact. Twelve harnesses that need a cloud GPU account leave scripts/. The research pages that cite their findings name them as harnesses kept outside this repository and stop implying a reader can rerun them; the tracked inputs and recorded verdicts remain the durable record, and the offline analysis step stays here with its test. A development invariant states the rule so the next harness is not added back. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>