Status: IN
Source document quality is the primary determinant of derivation quality. Technical/operational documentation (procedures, configurations, specs) produces 13-31% invalid rates with mostly softenable errors. Marketing/strategy documentation (assertions without evidence) produces up to 70% invalid rates with destructive retractions. The derive-review pipeline functions as a document quality assay.
Source: repo:beliefs-pi/entries/2026/05/29/tms-as-bullshit-detector-marketing-claims-dont-survive-review.md