At the time of the conversation, Olga Beregovaya was VP of AI at Smartling. On Chain of Thought she traced the shift from rule-based NLP to LLM-driven translation and the problems that remain, including the English-centric nature of AI, domain-specific errors, and under-resourced languages.
RAG & RetrievalAI Evaluation & ReliabilityMultimodal AI
Latest episode with Olga Beregovaya · EP 20
Breaking the Language Barrier: Smartling's AI Translation Pipeline | Olga Beregovaya
Olga Beregovaya, Smartling ·
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Purpose built single purpose model would provide much more predictable outputs and its performance and its behavior would be much more explainable because you build it for this particular task and for this particular domain.
Breaking the Language Barrier: Smartling's AI Translation Pipeline | Olga Beregovaya