How Much Does AI Cost Our Environment?

By Amanda Sorell
Published on September 22, 2025
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by Adobestock/Gorodenkoff

The existence of artificial intelligence (AI) stretches back decades, from bots that could play games in the 1950s to the virtual assistants incorporated into smartphones in the 2010s. But in November 2022, AI use expanded drastically after the company OpenAI released ChatGPT, a free generative AI chatbot, to the masses, allowing users to enter text or image prompts that the chatbot could process into instant responses.

These exchanges range from asking the bot to generate a meal plan to asking it to summarize scholarly research papers – with either task taking the bot mere seconds. Within days of its debut, the app surpassed 1 million users. (As of this writing, at least 100 million people use the platform daily.)

Following ChatGPT’s release, AI tools spread widely and rapidly as tech companies scrambled to incorporate AI features into their products. Proponents have lauded this technological breakthrough and what they see as AI’s potential to enhance the convenience of everyday tasks, improve worker productivity, advance scientific research, and more. Critics point to the risks of plagiarism, threats to privacy, the spread of misinformation, and the displacement of human workers and human problem-solving. (Some have even hypothesized about whether the tech might “go rogue” and harm humans.)

Both favorable and critical stances touch on the environment, with some saying AI could help with resource management and extreme-weather tracking, and others pointing to AI’s appetite for nonrenewable resources. Just as climate scientists can use AI to optimize renewable energy systems and find leaks in pipelines, the fossil fuel industry can use it to extract more oil and gas.

Thirst Trap

While AI may seem like it resides in an intangible “cloud,” the infrastructure it requires to run takes up a lot of physical space – and tangible resources. Sprawling, temperature-controlled data centers use copious electricity, as well as freshwater to cool the hardware. As AI models “learn” (modify their behavior with experience), their resource needs increase.

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