{"href":"https://api.simplecast.com/oembed?url=https%3A%2F%2Fthe-stack-overflow-podcast.simplecast.com%2Fepisodes%2Ftranslation-specialty-models-TI8rovwf","width":444,"version":"1.0","type":"rich","title":"“Translation is the tip of the iceberg”: A deep dive into specialty models","thumbnail_width":300,"thumbnail_url":"https://image.simplecastcdn.com/images/f0fdf349-149b-42f9-95d0-8ddf72185776/02a60604-9d42-4ec4-a716-8d9a2942f79c/stack-overflow-podcast-1080x1080.jpg","thumbnail_height":300,"provider_url":"https://simplecast.com","provider_name":"Simplecast","html":"<iframe src=\"https://player.simplecast.com/df219568-239e-4f8f-8b38-c34e1753ea8b\" height=\"200\" width=\"100%\" title=\"“Translation is the tip of the iceberg”: A deep dive into specialty models\" frameborder=\"0\" scrolling=\"no\"></iframe>","height":200,"description":"Olga Beregovaya, VP of AI at Smartling, joins Ryan and Ben to explore the evolution and specialization of language models in AI. They discuss the shift from rule-based systems to transformer models, the importance of fine-tuning for translation tasks, and the role of human translators in ensuring reliable, high-quality output. They also touch on the implications of AI in language education and the challenges faced in implementing LLMs in enterprise workflows."}