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.
Episode notes:
Smartling is an enterprise translation platform that includes AI-powered translation solutions.
Connect with Olga on LinkedIn.
Kudos to Stack Overflow user Suleka_28, who earned a Populist badge by explaining how to convert logits to probability in binary classification in tensorflow.