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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.
--
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
--
Key Links:
- Smartling
- Connect with OIga on LinkedIn
Mentioned in this episode:
AI Opportunity Finder
Feeling overwhelmed by all the AI noise out there?
The AI Opportunity Finder from HatchWorks cuts through the hype and gives you a clear starting point.
In less than 5 minutes, you’ll get tailored, high-impact AI use cases specific to your business—scored by ROI so you know exactly where to start. Whether you're looking to cut costs, automate tasks, or grow faster, this free tool gives you a personalized roadmap built for action.
👉 Try it now at https://hatchworks.com/ai-opportunity-finder/
View all episodes
By HatchWorks
5
66 ratings
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.
--
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
--
Key Links:
- Smartling
- Connect with OIga on LinkedIn
Mentioned in this episode:
AI Opportunity Finder
Feeling overwhelmed by all the AI noise out there?
The AI Opportunity Finder from HatchWorks cuts through the hype and gives you a clear starting point.
In less than 5 minutes, you’ll get tailored, high-impact AI use cases specific to your business—scored by ROI so you know exactly where to start. Whether you're looking to cut costs, automate tasks, or grow faster, this free tool gives you a personalized roadmap built for action.
👉 Try it now at https://hatchworks.com/ai-opportunity-finder/
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