 Welcome back to the AI for Good Global Summit here in Geneva, where I'm now joined by Miriam Couté. I hope I got that right from the Quebec Institute for AI. Tell me, what is this? It's a research institute, I believe. Yes. It's a joint venture between two universities, McGill and the University of Montreal. It's a non-profit organization. And now we're doing research in deep learning, machine learning and reinforcement learning. We are the largest research center in academia specialized in these domains. And you were here, is this the first time? Yes, it's my first time at the AI for Global Summit. And I'm very happy to be here because it's a large group of people with the same values and questions about how we make sure that AI is for good for society. And you've been giving speeches and talking at workshops and panels? Yes. About what? I've been contributing to how do we scale AI. And obviously it's by collaborating with partners such as AI Commons. They are trying to find, to have the contribution of experts in AI to bridge the gap between problem owners and experts in AI so we can contribute with great impact on problems that matter really for people. Does this kind of thing exist in Quebec, Canada? You mean the AI Commons? Yes. Well, we have other partners but AI Commons is very unique and it's supported by Yoshua Benjio, our scientific director who helped build this initiative. So as you leave here, what will you take with you? Well, first of all the enthusiasm that I see around to really better the world with our expertise and also all good questions coming from the other domains of expertise except deep learning, like in neuroscience or social specialists. So this I bring with me because it helps understand their challenges. Okay. What kind of questions were you asked? Will you ask? What kind of questions were you asked after you spoke? I was asked how we will, because we always talk about the fact that we would like to help. And I'm always asked how do we measure the impact of your work and obviously we try to align with the SDG goals so that we can measure our impact. Okay. Well, that was Maryam Coté from the Quebec Institute for AI. Thank you for your time. Thank you, Chris.