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

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

Update: 2025-11-04
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Description

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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Mentioned in this episode:

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

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