Tech, Innovation & Society - The Creative Process: Technology, AI, Software, Future, Economy, Science, Engineering & Robotics The Creative Process

“So, New York City will ultimately build a seawall that it estimates will cost somewhere in the order of 120 billion dollars. And, you know, the fact is that many cities in the United States will not be able to afford that, especially smaller ones and especially southern ones.
A part of planning for this needs to include thinking about managed retreat from highly vulnerable areas. The tax base of that community that supports schools undermines the real estate market and the value of property, and it can lead to a spiral of economic decline that can be really dangerous for the people who remain. This can really hollow out a community and that's an enormous challenge to deal with, but one way to deal with it is to try to keep the resources and infrastructure in a community proportional to the population that's utilizing it and to maintain some energy and prosperity and vitality. So, I think a lot of places in the United States need to plan to get smaller, which is really the antithesis of the American philosophy of growth and economic growth.
If you want to keep your community intact, you could move together, or you could move to a place where your neighbors have also moved or something like that. That's the kind of new idea that is being batted around that can help keep communities coherent.”

An estimated one in two people will experience degrading environmental conditions this century and will be faced with the difficult question of whether to leave their homes. Will you be among those who migrate in response to climate change? If so, where will you go?

“There’s a lot of greenwashing that's going on these days. It is great marketing. And that was really the reason why I wrote this book. I had started to see the patterns. You can start to tell them the companies that are genuinely doing it versus the companies that are just talking about it. So that was one indicator, you know, a company that would send out a press release about their goals and what they anticipated to do in the next 5 to 10 years was very different from companies who had said, you know what, this is what we've achieved. Regenerative started coming into the lexicon, the term in 2017, 2018. And regenerative means to regenerate, means to bring life into something. To sustain means to keep the status quo. And regenerative looks at things from a very holistic lens. You know, it's like if you're going to run a regenerative farm, it's all the different components of the farm and the ecosystem ideally come within the ecosystem.”

What is regenerative business? How can we create a business mindset that addresses social, economic and environmental issues?
Esha Chhabra has written for national and international publications over the last 15 years, focusing on global development, the environment, and the intersection of business and impact. Her work has been featured in The New York Times, The Economist, The Guardian, and other publications. She is the author of Working to Restore: Harnessing the Power of Business to Heal the Earth.

“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 harms.”

How can we ensure that AI is aligned with human values? What can AI teach us about human cognition and creativity?

Dr. Raphael Millière is Assistant Professor in Philosophy of AI at Macquarie University in Sydney, Australia. His research primarily explores the theoretical foundations and inner workings of AI systems based on deep learning, such as large language models. He investigates whether these systems can exhibit human-like cognitive capacities, drawing on theories and methods from cognitive science. He is also interested in how insights from studying AI might shed new light on human cognition. Ultimately, his work aims to advance our understanding of both artificial and natural intelligence.