Duolingo introduces GPT-4 on its language learning platform with AI used for personalized learning, automated feedback, and English testing. GPT-4 powered features provide a personalized and immersive experience.
Klinton Bicknell, head of AI at Duolingo, tells me, “these exercises give us a better look into what our learners know.
GPT-4 is said to be significantly more powerful and sophisticated than GPT-3, which many people reading this will be familiar with, thanks to ChatGPT. It isto have been trained on one trillion parameters , compared to GPT-3’s 175 billion. This means it is capable of giving more detailed, accurate, and fluent answers to the questions it’s asked.
Bicknell says,"This is a very helpful feature …we're really pushing Duolingo closer to our ideal of being everyone's personalized tutor in ways that we haven't been able to do before – we're very excited about how these features will help people's language learning."Developing these features involved building a close working relationship with AI and data engineers and software developers at OpenAI.
This involved generating and labeling huge amounts of data, which was then used to refine the prompts that were sent to the LLM. This data was then used to refine the pre-release version of the GPT-4 model that the Duolino team was working with. New implementations on the horizon include putting AI to work and generating course content."People always want more courses and want them to cover more advanced topics," Bicknell tells me.
“They’re creative and can help generate a lot of exercises. So we’re exploring incorporating that into our workflows”, says Bicknell.
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