GenAI stuff you need to know now (part 1)

Learning about GenAI? Phil and I talk about the first four (of ten) knowledge areas and skills language teachers should aim to have now: prompting, ethics, chatbots, and translation. Combining practical examples with theoretical insights, we discuss these knowledge areas and skills in more detail than we could give in our position paper: AI and the future of language teaching: Motivating Sustained Integrated Professional Development (SIPD). This is the second episode of the OAILL podcast series and also the second discussion of the position paper on SIPD; episode 1 looked at the technical underpinnings of GenAI. Listen right here:

With the rapid development of GenAI technology, I find it interesting to revisit facts and ideas. Phil and I wrote this position paper in early 2025, it was published on May 1, 2025. About the ten knowledge and skill areas, I posted here in this blog on January 22, 2026. And things kept changing, just think about prompting, one of the skills: when we wrote the paper, some people made the argument that prompt engineer would be a job in the future. Because the large language models got bigger and were tweaked with additional rules, even a quick and short prompt often yields the result one was hoping for.

I believe that this is just a tiny – yet relevant – example for the ongoing changes. That is why Phil and find it important to keep learning and talking about GenAI in the context of language education.

women reading in a library
Photo by Tima Miroshnichenko on Pexels.com

These are publications mentioned in this conversation: