Over to you, Judy.

Thank you, Charlotte for the introduction and welcome to everyone online before starting i'd like to introduce my colleague Patricia Zambrano who's the principal investigator for the study and who is also online.

Next slide.

Almost 30 years ago.

we began having a lively debate about the regulation of agriculture biotechnology in lower and middle income countries.

One could argue that the regulatory environment became the single most consequential factor in determining how, when, and where the technology was adopted and who has or has not benefited.

This slide compares patterns seen for ag biotech and AI.

Are these partners actually gonna, mega powers going to talk to each other about AI governance? What's the likelihood of that?