The Real Work of AI Translation: Frameworks, RAG, and ROI

Explore the complexities of deploying AI-powered translation at a global scale with Olga Beregovaya, VP of AI at Smartling. In this episode, we delve into the challenges of achieving human-level translation, language intricacies, and the impact of large language models (LLMs) on the translation industry. Discover how Smartling navigates language diversity, mitigates model hallucinations, and evaluates AI models for optimal performance. Plus, Olga shares insights on the evolution of translation technology, the role of multimodal approaches, and the future of global communication and language preservation. -- Key Moments: 02:39 Daily Life of a VP of AI 04:52 Model Evaluation Framework at Smartling 11:31 Challenges in Language Translation 21:38 Enterprise Scale AI Solutions 28:52 Future of Language and AI -- Key Links: Smartling: https://www.smartling.com/ Connect with Olga on LinkedIn: https://www.linkedin.com/in/olga-beregovaya-04b5/ -- 🔴 Subscribe for more content on YouTube: https://www.youtube.com/channel/UCNGKC_jMZAv-5dRD9EgTtFw?sub_confirmation=1 #AI #MachineTranslation #Localization #GenAI #EnterpriseAI #LLMs #RAG #AIQuality #ModelEvaluation #GlobalScale