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Evidence Exposure lists content you generated whose evidence has moved since it was produced. Every generation records the exact source version it was built from, which keeps it reproducible — and means it does not change when the source does. Content appears here for either of two reasons:
  • Source revoked: the source was withdrawn after the content was generated. Revocation stops the source being used in new generations and at release, but content already produced still cites it.
  • Newer version available: a later version of the source was uploaded after the content was generated. It is labeled as information rather than as a finding, because the change may not matter.
Evidence Exposure reports how many documents are affected in total, by revocation, and by newer versions, and how many of them are already published. Published documents come first, because they are the ones readers can see. Each entry names the source, the version the document was built from, the latest version, and whether the run finished, and links to the document’s dossier. When nothing is affected, it reports No affected content.
A newer version is not necessarily a material change. The page shows which evidence changed under which content, not whether the difference matters. Deciding whether to regenerate is yours. Only your own generated content is listed.

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Deterministic analysis (backend opt-in)

The backend supports template-authorized structured analysis of retained CSV, flat JSON, and XLSX originals. It calculates statistics, growth, rates, weighted scores, and rankings with source-row provenance and derived table/chart specifications. Invalid inputs, unsupported workbook structures, and execution limits stop analysis explicitly. Source-use permissions apply throughout the run. Analysis is an optional stage before Writer. Its complete result is persisted under the generation’s execution lease before drafting and retained for revisions. The generated content’s metadata and passport preserve analysis lineage. Existing templates remain unchanged; Studio dataset controls and the dedicated Market Intelligence template are subsequent phases. Calculated metrics do not yet certify numeric consistency of the final prose.
Last modified on October 29, 2026