Nothing to say, yet
Transcription
AI can be used to support sustainable practices and reduce environmental impact in various ways, such as optimizing energy consumption, monitoring natural resources, improving waste management, developing accurate climate models, and optimizing agriculture. However, it's important to ensure that AI is used responsibly and aligns with environmental sustainability goals. Responsible AI involves transparency, fairness, and ethical decision-making. Education, collaboration with other disciplines, and privacy-preserving algorithms are key to achieving responsible AI. AI can be a powerful tool for humans if properly regulated and used as a collaborative intelligence. The interaction between humans and AI systems can have behavioral and psychological effects, and it's important to consider agency and privacy to ensure a positive and ethical interaction. Proper education, transparency, and honesty are crucial in developing AI that benefits society and the environment. Hi everyone, my name is Shannon and today I will be talking about all things AI. Specifically, how AI can be used to make sustainable improvements to our environment and to help inform you all on how AI can be used responsibly. Responsible AI can play a critical role in enhancing environmental sustainability. Here are five ways in which AI can be used to support sustainable practices and reduce the negative impact on the environment. Energy efficiency. AI can help optimize energy consumption in various industries such as transportation, manufacturing, and buildings. AI algorithms can be trained to identify patterns of energy usage, predict energy demand, and suggest ways to reduce energy consumption. This can help organizations save on costs and reduce their carbon footprint. Natural resource management. AI can be used to monitor and manage natural resources such as forests, water, and wildlife. For instance, satellite imagery and machine learning algorithms can be used to monitor deforestation, track wildlife movements, and identify water scarcity. Waste management. AI can help optimize waste management processes by identifying recycling and composting opportunities, improving sorting processes, and reducing the amount of waste generated. Additionally, AI can help predict waste generation and identify areas where waste reduction efforts can be implemented. Climate modeling. AI can be used to develop more accurate climate models which can help scientists and policymakers understand the impacts of climate change and identify strategies to mitigate them. For example, AI can be used to analyze climate data from different sources and create simulations to predict future climate scenarios. And lastly, sustainable agriculture. AI can help farmers optimize crop yields while reducing water and fertilizer usage. For example, machine learning algorithms can be used to predict weather patterns and suggest optimal planting times as well as identify the best irrigation and fertilization methods. These are just a few examples of the potential that AI has in the sustainable space. If we use AI to enhance our current goals of sustainable measures, there's no telling how impactful and beneficial AI could be to our future. However, it's essential to ensure that responsible AI is used in a manner that aligns with environmental sustainability goals. This involves ensuring that AI systems are transparent, fair, and ethical in their decision-making processes through public disclosure. Additionally, it's important to consider the potential unintended consequences of AI systems and ensure that they do not harm the environment or contribute to environmental injustices or biases. By using AI responsibly, we can create more sustainable practices and help protect our planet. Now that we have a better understanding of what sustainable AI is and how we can keep AI accountable and in a responsible manner, I have reached out to Maria Perez-Ortiz. She is an assistant professor in the AI Center and Computer Science Department at UCL. She provides great insight into how she is using AI to improve sustainability and the ethical aspect of it as well. Unfortunately, she was unable to meet face-to-face. However, she was able to answer my questions through email. I have my sister here, Hannah, who will be answering my questions for Maria. What is your current work and research about? What are you focused on and what interests you the most? My current work focuses on educating AI engineers in sustainability and ethics and bringing responsible innovation to the computer science research area. I'm interested in how technology could support our path towards social environment sustainability, such as climate change, democracy, equality, and much more. How do you think AI can be used in a way that is responsible since lots of people are skeptical of AI taking over jobs and are wary of trusting robots to do our work? There are many dystopian risks of AI that are hyped by the media. However, the dangers are very real and are here with us. To make it responsible, we need to educate engineers, focus research resources towards responsible tech innovation, and work with other disciplines such as philosophers, social scientists, policymakers, lawyers, etc. We have created the technology and we are the ones now that can create the frameworks to make it responsible. How can AI be transparent and ethical? How can we protect our privacy since AI functions with lots of data, taking into account data that maybe people don't want to be collected? We need to change the goal of AI from creating robots that can replace humans to ensuring AI is a tool in the hands of humans, allowing them to govern it according to their needs. Like any other powerful tool, it comes with great responsibility, so there is lots to do before it's safe deployment in the real world. Privacy preserving algorithms is an interesting research direction that needs more focus in the field. Do you think that AI will change our lives in terms of saving the environment and changing habits that have been detrimental, such as ocean waste, dying species due to climate change, pollution, or a larger carbon footprint? It depends on us. AI algorithms also have a large carbon footprint, so if we continue in this direction, they will probably have a negative detrimental effect on our climate. Thanks to Maria's insight, I was able to gain a better understanding of her work and her view on what responsible AI means to society as of right now. She emphasizes the need to use AI as a tool for humans, creating a new hybrid collaborative and interactive intelligence that is neither artificial nor human, but rather a mix of both of our strengths. James Wilson and Paul Daughtery of the Harvard Business Review detailed their findings on AI and human intelligence working together. They stated, in our research involving 1,500 companies, we found that firms achieve the most significant performance improvements when humans and machines work together. Through such collaborative intelligence, humans and AI actively enhance each other's complementary strengths, the leadership, teamwork, creativity, and social skills of the former, and the speed, scalability, and quantitative capabilities of the latter. What comes naturally to people, making a joke for example, can be tricky for machines, and what's straightforward for machines, analyzing gigabytes of data, remains virtually impossible for humans. Business requires both kinds of capabilities. It is no surprise that AI creates fear in society. However, with the proper education and regulation, AI can be a powerful tool for humans rather than a replacement. Now I want to quickly dive into the interaction between humans, human beings, and intelligent systems, such as AI-powered applications and chatbots, and the significant behavioral and psychological effects on both parties. On the one hand, the convenience and efficiency of these systems can lead to increased productivity, satisfaction, and positive emotions. On the other hand, the loss of human connection and the potential for errors and biases in the system can cause frustration, anxiety, and distrust. From the viewpoint of agency, the morality of the interaction between human beings and intelligent systems depends on the extent to which each party retains control and autonomy. For example, if an AI-powered assistant makes decisions or recommendations without allowing the user to override or modify them, this can be seen as a violation of the user's agency. Similarly, if the user is forced to disclose sensitive information to the system without their consent or knowledge, this can also be seen as a violation of agency. From the viewpoint of privacy, the morality of the interaction between human beings and intelligent systems depends on the extent to which each party's personal information and data are protected. Intelligent systems have access to vast amounts of data, which can be used to profile, target, and manipulate users. If this data is not adequately protected or if the user is not informed of how the data is being used, this can be seen as a violation of privacy. The interaction between human beings and intelligent systems can have significant behavioral and psychological effects, and its morality depends on the principles of agency and privacy. It is essential to ensure that both parties retain control and autonomy, and that personal information and data are adequately protected to promote a positive and ethical interaction. Clearly, there is still a lot of work to be done to avoid the ethical dangers of AI that we may all fear. It all boils down to the proper education, transparency, and honesty when it comes to developing technology that could change the course of our lives and the world around us. The topic of sustainability is something that is very important to me because I feel like our society isn't educated enough on the long-term effects of our daily habits on the environment. I hope you were able to learn something new about AI today, and that we can use our knowledge to continue educating ourselves and others. Thank you for listening.
