Artificial Intelligence and Power Consumption
Behind all existing AI models are data centers that consume enormous amounts of electricity. After all, artificial intelligence requires a great deal of computing power, and generating that power demands a lot of energy. Data centers use about 10 to 50 times as much energy per floor as an average commercial building . A great deal of research has now been conducted on the energy consumption and climate impact of artificial intelligence. For example, a study by the University of Massachusetts shows that training just one AI model results in more than 283,000 kilograms of CO2. Unfortunately, it is difficult to accurately calculate the environmental impact of artificial intelligence, as many tech companies are not transparent about their energy consumption and CO2 emissions.
Artificial intelligence can also have a positive impact on the climate!
So far, we’ve only discussed the negative impact of AI on the climate, but there are also many ways in which AI models can actually contribute to initiatives that have a positive impact on the environment. The Green AI movement has recently emerged, and its goal is to develop sustainable and environmentally friendly algorithms. After all, artificial intelligence can help us better understand climate change and propose solutions to address it. Additionally, we can use AI to better predict natural disasters, allowing people to evacuate in time. Currently, artificial intelligence is already being used for a number of green purposes:
- Combating illegal deforestation: The WWF developed an AI model called Forest Foresight. They use this model to stop illegal deforestation before it happens, using satellite imagery and other tools.
- Monitoring biodiversity: Scientists have combined AI technology with drones and satellite imagery to monitor biodiversity. This allows them to detect changes more quickly and take timely action when necessary. Diseases among wild animals can also be detected more quickly and easily in this way.
- Water purification and reuse: AI can be used to monitor water quality more effectively and treat the water in a timely manner. This allows for quicker detection of chemicals or other contaminants in the water, enabling immediate additional purification.
- Reducing Waste: Food and water waste have a significant impact on the climate. A lot is already being done to combat food waste, but with the help of AI, we can take this a step further. Consider, for example, using dynamic pricing for food based on the expiration date. In addition, AI can make predictions, allowing supermarkets to better align their purchasing with consumer behavior.
These are just a few examples of all the positive ways we can use artificial intelligence in the field of sustainability!
Conclusion
At present, the negative impact of artificial intelligence is still quite evident, but this is beginning to change. Increasing attention is being paid to energy efficiency and sustainability in the construction of data centers and the development of AI models. In addition, there are also many positive ways in which artificial intelligence benefits the environment and the climate. There is a growing focus on developing eco-friendly algorithms that can help achieve sustainability goals. Currently, there are already AI models that are doing good things for the environment, such as helping to reduce waste and monitor biodiversity.
What is a data center?
Let’s start at the beginning: what exactly is a data center, and why do we need one? A data center is an industrial, high-security facility designed to ensure that computer servers running digital applications operate 24/7. Nearly all the services we use every day rely on a data center. In some cases, a data center is owned by a single company, but usually, processes from various companies are hosted in a data center. Only very large companies have their own data centers—think of Meta or Google, for example. The servers housed in such a data center require a lot to function properly: the right temperature, rock-solid security, and a well-monitored humidity level. A data center has many advantages, but of course, there are also disadvantages.
Potential issues
You probably realize that a lot of problems can arise in a data center like that. However, these problems aren’t usually as visible as they are, say, at a coal-fired power plant. The issues are somewhat more indirect. Think of things like data centers’ energy consumption and where that energy comes from. Is it all green energy, sourced from wind or solar farms, or is energy derived from fossil fuels also used? Given today’s focus on sustainability, this is naturally a significant issue. In addition, there is also growing criticism of wind farms, so this is no longer an ideal solution to this problem. But how much energy does a data center actually consume? Currently, about 3% of our total national energy consumption in the Netherlands comes from data centers. That might sound like it isn’t much, but it still amounts to 3.2 billion kilowatt-hours!
Do data centers create jobs?
People often think that data centers create a lot of jobs, in addition to other benefits. That makes sense—just look at how massive these buildings are. Unfortunately, however, the reality is quite different once such a center is up and running. While a significant number of people are indeed needed for construction, very few employees are required on-site afterward. Often, these aren’t even Dutch nationals, but expats who are experts in data center technology. So, for the local population, a data center rarely creates jobs. But we’re only talking about on-site jobs here. In the long run, data centers do generate many indirect jobs, for example in hosting, fiber optics, consulting firms, and cloud solutions. The fields of expertise that data centers require for their innovation do, therefore, create more and more jobs. Still, many Dutch people are critical of building data centers because they take up so much space—space where homes could also be built. Given the current housing shortage, it’s not surprising that people are critical of this.
Data centers are desperately needed
So you can see that the Dutch generally aren’t very enthusiastic about building data centers in our country. On the one hand, that’s understandable, but on the other hand, many people don’t realize that we simply can’t do without data centers these days. Especially in the tech sector, we’re heavily reliant on data centers and the technical benefits they offer. We all want to make full use of our smartphones and all the apps on them, such as social media channels and, nowadays, AI features as well, but of course that doesn’t just happen on its own. All those apps and features need data centers to work properly. The demands we place on our electronic devices and the internet are the main reason data centers are necessary in the first place. When it comes down to it, most people will still choose to have them built.
Criticism is mainly local
Most of the criticism regarding the construction of data centers comes from local residents. You’re unlikely to hear complaints from people who don’t live near such a facility. For example, people who live close to a data center are bothered by visual pollution and the fact that the building takes up a lot of space. Furthermore, these buildings aren’t exactly known for their aesthetic appeal. Naturally, you wouldn’t want one of those in your backyard either.
So what are the benefits of data centers?
So far, we’ve mainly focused on the downsides, but of course there are also plenty of advantages to data centers. Otherwise, they wouldn’t be built. The biggest advantage of data centers is that they are extremely reliable and always stay up and running, since they operate on a redundant system. This means that the servers for your Gmail, bank, social media channels, and so on will always remain online and are much less likely to experience problems. For businesses, there’s the added benefit that they don’t have to house their servers on-site, which means they need much less office space. Renting space in a data center is significantly cheaper than renting a larger commercial building. Finally, data centers play a major economic role. The digital sector in the Netherlands accounts for about 25% of our GDP. So you certainly can’t say that data centers aren’t important to our economy!