"Can reasoning-enabled LLMs for AI translation evaluation outperform customary models? As per a Slator article that is recent, language tech innovation is being driven by Alibaba's advancements in large reasoning models. This piece examines the effects of such progress on the discipline. For a new study, researchers from the University of Mannheim and the University of Technology Nuremberg now dive deeper, testing whether next-gen models such as OpenAI’s O3-Mini and DeepSeek-R1 offer capabilities that are superior in assessing machine translation quality.
Researchers point out this study asks if LLMs that use reasoning evaluate translations better than other prior work.
To find out more read the entire study summary.https://slatorlanguageindu...
Slator still leads in coverage of AI translation, machine learning, and translation management software breakthroughs. For localization pros and tech innovators as well as linguists, stay ahead with understandings that are trusted.
Within the world of language technology, subscribe now to stay updated about breakthroughs in #AITranslation , #LLMs , and more."
#AITranslation #LargeLanguageModels #DeepSeekR1 #openai #slatornews #languagetech #LLM #neuralmt #translationevaluation #slatorpod

How Well Can OpenAI’s o3-mini and DeepSeek-R1 Evaluate AI Translation?
Can reasoning-enabled LLMs for AI translation evaluation outperform customary models? As per a Slator article that is recent, language tech innovation is being driven by Alibaba's advancements in large reasoning models. This piece examines the effects of such progress on the discipline. For a ne..
https://slatorlanguageindustry.stck.me/post/993755/How-Well-Can-OpenAIs-o3-mini-and-DeepSeek-R1-Evaluate-AI-Translation"On April 3, 2025, representatives from 14 organizations gathered at the beautiful FIFA Museum in Zurich for a series of roundtable presentations and discussions organized by Slator on behalf of DeepL.
Titled “The Boom of ‘Bring Your Own Language AI’ – Opportunities and Risks,” the event brought together diverse stakeholders from the insurance, banking, government, life sciences, telecom, transportation, and international organization sectors.
Mordstein’s presentation focused on the rise of a custom language AI within organizations, highlighting the language access challenges many of them face in global business.
Read the full study breakdown: https://slator.com/deepl-h...
Slator continues to lead the way in covering the latest breakthroughs in AI translation, machine learning, and translation management software. Stay ahead with trusted insights for linguists, tech innovators, and localization pros.
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#languageai #deepl #techroundtable #zurich #AIInnovation #translationtech #languagetechnology #aievents #slatorpod #slatorcon #slatornews #AITranslation #LLMs #FIFA #slator
"Rong Yan, CTO of HeyGen, joins SlatorPod to recount the company’s transformation from a Metaverse-focused startup to leading the emerging field of AI video generation.
Rong recounts HeyGen’s beginnings and the pivot to its current avatar model, which saw ARR go from zero to USD 1m within six months.
Rong attributes HeyGen’s success to its emphasis on three key elements: quality, consistency, and controllability. The company’s newest model, Avatar IV, enables full-body video generation with natural gestures, synchronized audio, and emotion to speech.
Full Video : https://youtu.be/Fs73ZAEo_...
Read the full study breakdown : https://slator.com/heygen-...
Slator continues to lead the way in covering the latest breakthroughs in AI translation , machine learning, and translation management software. Stay ahead with trusted insights for linguists, tech innovators, and localization pros.
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#AIVideoGeneration #languagetechnology #HeyGen #ArtificialIntelligence #VideoTech #LanguageChallenge #TechInnovation #slatorpod #slatorcon #slatornews
"Market performance and unemployment rates are standard indicators of the mood of the economy. For the language industry, rates and employment levels are two additional important factors.
The US Bureau of Labor Statistics (BLS), in an April 2025 update to its Occupational Outlook Handbook (OOH), reported some mixed news for translators and interpreters (T&Is) — specifically those who are employees.
The BLS estimated about 78,300 jobs in 2023, with nearly one-third (32%) of those being self-employed. (Data on their earnings was not included in the OOH.)
Read the full study breakdown: https://slator.com/us-bure...
Slator continues to lead the way in covering the latest breakthroughs in AI translation , machine learning, and translation management software. Stay ahead with trusted insights for linguists, tech innovators, and localization pros.
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#translation #Interpretation #JobOutlook #LaborStatistics #USJobMarket #LanguageServices #CareerTrends #BLSReport #slator #slatorpod #slatorcon #slatornews

US Bureau of Labor Statistics’ Job Outlook for Translators and Interpreters Worsens - Slator
The US BLS reports that the annual median salary for interpreters and translators jumped 5% in 2024, despite a slowdown in language industry growth.
https://slator.com/us-bureau-of-labor-statistics-job-outlook-for-translators-interpreters-worsens/"The article titled ""Why 'AI Everywhere' Isn’t a Localization Strategy"" critiques the ineffective approach of uniformly applying AI solutions globally. It emphasizes the necessity of customizing AI implementations to align with specific cultural, linguistic, and regional requirements to ensure successful localization and global adoption.
See the full study breakdown: https://youtu.be/GyMLpOtwk...
Read the full study breakdown: https://slator.com/how-to-...
Slator continues to lead the way in covering the latest breakthroughs in AI translation, machine learning, and translation management software. Stay ahead with trusted insights for linguists, tech innovators, and localization pros.
Subscribe now to stay updated on breakthroughs in AI translation, LLMs, and more from the world of language technology."
#AIDataServices #Datamundi #AIExpansion #VeroniqueOzkaya #slator #AIInnovation #DataSolutions #TechBusiness #slatorpod #slatornews
"On April 3, 2025, 14 organizations convened at the FIFA Museum in Zurich for a Slator-hosted event, organized for DeepL, titled “The Surge of ‘Bring Your Own Language AI’ – Opportunities and Challenges.” The roundtable featured presentations and discussions with stakeholders from sectors like insurance, banking, government, life sciences, telecom, transportation, and international organizations.
Mordstein’s talk explored the growing adoption of tailored language AI in organizations, addressing the language access hurdles in global operations. For a detailed study summary, visit: https://slator.com/deepl-h...
Slator remains at the forefront of reporting on advancements in AI translation, machine learning, and translation management tools. Keep up with cutting-edge insights for linguists, tech pioneers, and localization experts.
Subscribe today for the latest updates on AI translation, LLMs, and language technology innovations."
https://slator.com/deepl-h...
#languageai #deepl #techroundtable #zurich #AIInnovation #translationtech #languagetechnology #aievents #slatorpod #slatorcon #slatornews #AITranslation #LLMs #FIFA #slator

DeepL Hosts Language AI Leaders at Technology Roundtable in Zurich - Slator
Stakeholders from seven verticals joined DeepL to discuss custom language AI considerations and how it can help global businesses.
https://slator.com/deepl-hosts-language-ai-leaders-at-technology-roundtable-in-zurich/"The Slator Pro Guide: Language Expert Bureaus is an essential guide for small, founder- and freelance-led language businesses to thrive and master client and vendor management, sales and marketing, pricing and growth strategies, tech deployment, and more.
The Pro Guide explores the role of Language Expert Bureaus (LEBs), which are run by individuals who have mastery in both language and subject matter expertise, and have scaled their freelance business in collaboration with a collective of other language industry practitioners.
Read the full study breakdown: https://slator.com/slator-...
Slator continues to lead the way in covering the latest breakthroughs in AI translation , machine learning, and translation management software. Stay ahead with trusted insights for linguists, tech innovators, and localization pros.
Subscribe now to stay updated on breakthroughs in AI translation, LLMs, and more from the world of language technology."
#LanguageServices #translation #Localization #SlatorPro #LanguageExpert #interpreting #GlobalCommunication #Linguistics #multilingual #slatornews #AITranslation #LLMs
"Inspired Spine, a US healthcare organization specializing in spine health and surgery, has developed SURI (Smart Universal Resource Identifier), an AI system that converts multilingual speech into structured medical reports.
The Inspired Spine researchers explained that traditional electronic health record (EHR) systems require manual input, contributing to physician burnout and increasing the risk of errors. Existing solutions, such as dictation tools and scribes, offer partial relief but remain costly and inconsistent—especially for providers who speak languages other than English or major European languages.
You can find more details on Slator."
https://slator.com/us-heal...
#healthcareinnovation #speechtotext #medicalreports #slatorcon #slatornews #slator #slatorpod

US Healthcare Firm Converts Multilingual Speech into Structured Medical Reports - Slator
Inspired Spine’s SURI converts multilingual doctor-patient conversations into structured medical reports.
https://slator.com/us-healthcare-firm-converts-multilingual-speech-into-structured-medical-reports/"A passage taken from a statement (in Danish) published in April 2025 by the Danish Translators’ Association and the Danish Authors’ Society says that “some people have wrongly received public lending money for books where they were listed as translators. In these instances, no real translation work was done; instead, they only edited text that was already translated by a machine.”
According to the European Council of Literary Translators Associations (CEATL), the two associations, along with the Danish Publishers Association, have reached an industry-wide agreement regarding crediting practices for translators and AI translation post-editors.
Read the full study breakdown: https://slator.com/denmark...
Slator continues to lead the way in covering the latest breakthroughs in AI translation , machine learning, and translation management software. Stay ahead with trusted insights for linguists, tech innovators, and localization pros.
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#translation #postediting #languageindustry #denmark #Localization #Linguistics #translationdebate #slatorpod #slatorcon #slatornews #slator #LLMs #AITranslation
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"Florian and Esther discuss the language industry news of the week, with DeepL becoming the first third-party translation app users can set as default on the iPhone, a position gained by navigating Apple’s developer requirements that others like Google Translate have yet to meet.
Florian and Esther examine RWS’s mid-year trading update, which triggered a steep 40% share price drop despite stable revenue, healthy profits, and manageable debt.
On the partnerships front, the duo covers multiple collaborations: Acclaro and Phrase co-funded a new Solutions Architect role, Unbabel entered a strategic partnership with Acclaro, and Phrase partnered with Clearly Local in Shanghai. "
https://youtu.be/LTCMZdZ6p...
https://slator.com/deepl-p...
#deepl #iPhone #translationtech #rws #languageindustry #technews #StockMarket #slator #slatorpod #slatorcon #slatornews
"Véronique Özkaya, Co-CEO of DATAmundi, returns to SlatorPod for round 2 to talk about the company’s strategic rebrand and how it is positioning itself as a key player in the data-for-AI space.
Véronique details her journey to leading DATAmundi, formerly known as Summa Linguae, where she now drives a strategic shift from traditional language services to AI-focused data enablement.
See the full study breakdown: https://youtu.be/mn5FSRKeJ...
Slator continues to lead the way in covering the latest breakthroughs in AI translation , machine learning, and translation management software. Stay ahead with trusted insights for linguists, tech innovators, and localization pros.
Subscribe now to stay updated on breakthroughs in AI translation, LLMs, and more from the world of language technology."
https://slator.com/how-to-...
#slator #slatorpod #slatorcon #slatornews #ai #DataServices #Datamundi #BusinessExpansion #ArtificialIntelligence #TechIndustry #datamanagement #Innovation #VeroniqueOzkaya
Can reasoning-enabled LLMs outperform traditional models in AI translation evaluation? A recent Slator article explores how Alibaba’s advancements in large reasoning models are driving innovation in the language tech space. Now, a new study by researchers from the University of Mannheim and the University of Technology Nuremberg dives deeper—testing whether next-gen models like OpenAI’s O3-Mini and DeepSeek-R1 offer superior capabilities in assessing machine translation quality.
Researchers point out: “Most prior work focuses on non-reasoning LLMs. This study asks—do reasoning-powered LLMs truly evaluate translations better?”
Read the full study breakdown: https://slator.com/how-wel...
Slator continues to lead the way in covering the latest breakthroughs in AI translation, machine learning, and translation management software. Stay ahead with trusted insights for linguists, tech innovators, and localization pros.
Subscribe now to stay updated on breakthroughs in #AITranslation , #LLMs , and more from the world of language technology.
#AITranslation #LargeLanguageModels #DeepSeekR1 #openai #slatornews #languagetech #LLM #neuralmt #translationevaluation #slatorpod
"If anyone had heard in the 2010s the prediction that YouTube VP, Amjad Hanif, is quoted as saying in a Bloomberg article about AI dubbing, skepticism would have likely reigned on social media: in five years, “every video uploaded to YouTube could be dubbed automatically into every spoken language.”
In 2025, this is more plausible, so no great skepticism, no millions of exploding-head emojis. Well, perhaps not every spoken language. But at the dizzying rate language AI is advancing (just look at what HeyGen’s Avatar or ElevenLabs’ Actor Mode can do), AI dubbing is set to improve and dominate over human dubbing a lot sooner than 2030.
Read the full study breakdown: https://slator.com/will-yo...
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#Youtube #ai #translation #Dubbing #ArtificialIntelligence #ContentCreation #Localization #videostreaming #TechInnovation #GlobalReach #slator #slatornews #slatorpod
A U.S. study reveals that language discordance between patients and healthcare providers significantly increases the risk of hospital readmissions. Learn why effective communication is critical in healthcare outcomes.
#healthcareinnovation #speechtotext #medicalreports #slatorcon #slatornews #slator #slatorpod

Slator - Language Industry News: Language Discordance Raises Risk of Hospital Readmissions, U.S. Study Finds
Slator.com is leading source of analysis and research for the global translation, localization, and language technology industry.
https://slator-language-industry-news.blogspot.com/2025/04/language-discordance-raises-risk-of.html"AI dubbing company Papercup co-founder and CEO, Jesse Shemen, announced via a post on LinkedIn dated May 15, 2025, that “a large portion of the Papercup team is joining Scale AI, a company I’ve long admired for shaping the future of AI across both public and enterprise sectors.”
While both Shemen and AI data annotation giant Scale AI are seemingly keeping details of their merger under wraps, Shemen also said in his post that “It is a bittersweet moment. While it’s difficult to see Papercup take a different path than I had imagined, I’m deeply proud of what we accomplished.” He is joining Scale himself, but it is not known what his role will be.
Read the full study breakdown : https://slator.com/ceo-of-...
Slator continues to lead the way in covering the latest breakthroughs in AI translation , machine learning, and translation management software. Stay ahead with trusted insights for linguists, tech innovators, and localization pros.
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#ai #translation #Localization #Papercup #ScaleAI #technews #ArtificialIntelligence #languagetech #AIIndustry #TeamTransition #slator #slatornews #slatorpod