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

In this episode of Talking AI, Matt Paige speaks with Olga Beregovaya, VP of AI at Smartling, about the complexities and challenges of deploying AI-powered translation systems at scale.


Olga provides an overview of Smartling's platform, which leverages fully automated and human-in-the-loop translation solutions, and discusses the evaluation framework they use for selecting suitable language models.


The conversation delves into the evolution of language processing from rule-based systems to transformer models, the impact of generative AI like ChatGPT on daily workflows, and the intricacies of translating diverse languages.


They also explore the potential for a universal language and the importance of adaptability in AI deployment within enterprises.


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Key Moments:

• 02:39 Daily Life of a VP of AI
• 04:04 Navigating the AI Landscape
• 04:55 Model Evaluation Framework at Smartling
• 08:50 Evolution of AI in Language Processing
• 15:38 Challenges in Language Translation
• 21:38 Enterprise Scale AI Solutions
• 28:52 Future of Language and AI


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Key Links:

• Smartling (https://www.smartling.com/)
• Connect with OIga on LinkedIn (  / olga-beregovaya-04b5  )


Mentioned in this episode:


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