Translation after the machine: whose judgement, whose languages?
Two scenes from one field. In Stockholm, the Swedish Academy gives the Nobel Prize in Literature to Anne Carson and says her translations from classical Greek may be regarded as works in their own right. Meanwhile a European survey finds that more than a third of literary translators have considered leaving the profession, with AI a main reason, and the BBC asks how long humans will be needed at all.
Both scenes ask what translation is worth. Machine output keeps improving, yet one large study still saw more than a quarter of AI drafts corrected by people. The harder questions concern voice and inclusion: models trained mostly on English-only data leave out Africa's languages, bilingual speech is flagged as "broken", and AI adaptation can turn an egg hunt into an Eid activity.
Against this, communities write their own answers: Kafka in Réunion Creole, a 1,278-page Amazigh Quran translation, Indigenous languages on Apple keyboards. For Metaglossia, interculturation means that such questions are settled by communities and professionals together, not by tools alone.
Translation shapes who is read, in which language and with what status.
The Swedish Academy named the Canadian poet, essayist and translator, 76, and noted that her translations of Sappho, Sophocles and Euripides may be regarded as independent works in their own right.
Read the original: NBC News (AP)Shuang Xuetao's Hunter (translated by Jeremy Tiang) and Hon Lai Chu's Mending Bodies (Jacqueline Leung) are among 11 works from nine languages. Winners are announced on 23 October.
Read the original: Sixth ToneJean-Louis Robert's Le Procès adds about 300 coined words, a deliberate way to avoid easy borrowings from French and the risk of decreolisation.
Read the original: Le Quotidien (in French)The first IATIS event in North America, on literary activism in conflict and solidarity, drew 21 speakers from eight countries. One keynote framed translation as memory and political labour.
Read the original: Binghamton NewsA Mainichi column argues for keeping both vertical and horizontal writing, noting that over 30% of respondents to an official survey say they rarely meet vertical text in daily life.
Read the original: MainichiThe question is no longer whether machine translation works, but what it costs, whom it excludes and what humans still contribute.
In a Wikipedia translation study, 27% of AI-generated text was still corrected before publication, and 5 to 6% of errors changed the meaning. The BBC asks whether AI is now good enough to remove the human.
Read the original: BBC NewsA CEATL survey of 1,785 European translators reports that about 30% saw fewer or lower-paid commissions, and 67% of those offered post-editing refused it. The sample is voluntary, not representative.
Read the original: ActuaLitté (in French)Standard AI can read Spanish–Quechua switching as faulty language. The lab pairs linguists and computer scientists to work from real, messy bilingual data.
Read the original: ASU NewsAn audit of three leading models adapting 60 maths problems into seven languages found diversity collapse, regional mix-ups and agreement on specific substitutions in only 33.5% of cases.
Read the original research: AAAI/ACM AIESSpotted in the app's code, it would clean up filler words in spoken input, apparently in Conversation mode only. Timing and device availability are unclear.
Read the original: PhoneArenaInclusion depends on data, standards and keyboards as much as goodwill, and on communities setting their own priorities.
A World Bank update says about 56% of open training data is English-only, leaving out some 2,000 African languages. It calls adaptation to local data, languages and problems the biggest payoff.
Read the original: PressAfrik (in French)Apple's September update added several Indigenous languages, including Blackfoot. Schools use the keyboards to teach endangered languages such as Cherokee.
Read the original: CNETA 1,278-page edition from the Mohammed VI Foundation, made by scholars of the Souss region through weekly collective review and three proofreadings, is presented as the first official translation of its kind.
Read the original: IQNA (in French)In force since early October, it puts the reader first with broad principles rather than strict rules, and is meant for anyone who writes for work, not only language professionals.
Read the original: ERR NewsA translator-intern at a Chinese AI start-up argues that the hardest thing to translate between China and its Eurasian partners is pace, and that a polite "let's think about it" can mean no. An opinion piece issued as a press release.
Read the original: openPRTools, prizes, research and training shape what the profession can do next.
Any phone can show captions in about 200 languages and play audio in about 75. It is used on six continents, which its lead credits to recent advances in AI.
Read the original: Church TimesThe award for translators from Ukrainian accepts applications from 12 October to 4 December. The winner receives 3,000 euros (after tax) at a ceremony in spring 2027.
Read the original: PEN UkraineThe Canadian Modern Language Review invites papers of 7,000 to 10,000 words from Indigenous graduate students. The deadline is 30 April 2027.
Read the original: University of Toronto PressLinguist John Hawkins explains how ambiguity, and the process of disambiguation, decides high-stakes court cases where he has served as expert witness.
Read the original: UC Davis MagazineA review of a South African study of horses and welfare NGOs extends translation theory beyond human language, drawing on a biosemiotic view of translation.
Read the original: Biosemiotics (Springer)The challenge is not simply to make words travel, but to make understanding possible.
We invite translators, interpreters, researchers, educators, students, publishers, language-technology specialists and language-rights advocates to join the conversation.
Every language carries a world, and every genuine act of translation creates an opportunity for worlds to meet.
Explore the collection: Metaglossia: The Translation World on Scoop.it