How can we ensure that AI is aligned with human values? - RAPHAËL MILLIÈRE

How can we ensure that AI is aligned with human values? - RAPHAËL MILLIÈRE

Asst. Professor in Philosophy of AI · Macquarie University
I'd like to focus more on the immediate harms that the kinds of AI technologies we have today might pose. With language models, the kind of technology that powers ChatGPT and other chatbots, there are harms that might result from regular use of these systems, and then there are harms that might result from malicious use. Regular use would be how you and I might use ChatGPT and other chatbots to do ordinary things. There is a concern that these systems might reproduce and amplify, for example, racist or sexist biases, or spread misinformation. These systems are known to, as researchers put it, “hallucinate” in some cases, making up facts or false citations. And then there are the harms from malicious use, which might result from some bad actors using the systems for nefarious purposes. That would include disinformation on a mass scale. You could imagine a bad actor using language models to automate the creation of fake news and propaganda to try to manipulate voters, for example. And this takes us into the medium term future, because we're not quite there, but another concern would be language models providing dangerous, potentially illegal information that is not readily available on the internet for anyone to access. As they get better over time, there is a concern that in the wrong hands, these systems might become quite powerful weapons, at least indirectly, and so people have been trying to mitigate these potential harm

How can we develop AI systems that are more respectful, ethical, and sustainable? - DR. SASHA LUCCIONI

How can we develop AI systems that are more respectful, ethical, and sustainable? - DR. SASHA LUCCIONI

Founding Member of Climate Change AI
AI Researcher & Climate Lead · Hugging Face

My work is really about figuring out how, right now, AI is using resources like energy and emitting greenhouse gases and how it's using our data without our consent. I feel that if we develop AI systems that are more respectful, ethical, and sustainable, we can help future generations so that AI will be less of a risk to society.  The way I got into this field was working on the environmentally beneficial applications of AI, and I do believe that that's an impactful way of using AI techniques because there's so much data about the climate, satellite data, and sensor data, and the way to go about this is to work with domain experts. AI is never going to solve the problem on its own, but it can be a tool. So I think that there's a lot of promise there.