Sign up to save your podcasts
Or
Share The Real Work of AI Translation: Frameworks, RAG, and ROI
Share to email
Share to Facebook
Share to X
Share to email
Share to Facebook
Share to X
Or
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
55 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/
More shows like Talking AI
View all
a16z Show
1,085 Listeners
NVIDIA AI Podcast
333 Listeners
Practical AI
209 Listeners
Dwarkesh Podcast
507 Listeners
Me, Myself, and AI
106 Listeners
The Artificial Intelligence Show
199 Listeners
The Startup Ideas Podcast
207 Listeners
AI Chat: ChatGPT, AI News, Artificial Intelligence, OpenAI, Machine Learning
152 Listeners
This Day in AI Podcast
209 Listeners
The AI Daily Brief: Artificial Intelligence News and Analysis
595 Listeners
Everyday AI Podcast – An AI and ChatGPT Podcast
108 Listeners
A Beginner's Guide to AI
52 Listeners
BG2Pod with Brad Gerstner and Bill Gurley
498 Listeners
The Next Wave - AI and The Future of Technology
60 Listeners
Leveraging AI
62 Listeners