[202121] gAI expends a lot of energy being polite, especially if the user is polite, saying epleasef and ethank you,fh
“ŠeŽÒFVincentarres “Še“úF2025/07/03(Thu) 20:13 [•ÔM]
gAI expends a lot of energy being polite, especially if the user is polite, saying epleasef and ethank you,fh <a href=https://tripscan.biz>„„„‚„y„„ƒ„{„p„~</a> Dauner explained. gBut this just makes their responses even longer, expending more energy to generate each word.h
For this reason, Dauner suggests users be more straightforward when communicating with AI models. Specify the length of the answer you want and limit it to one or two sentences, or say you donft need an explanation at all.
Most important, Daunerfs study highlights that not all AI models are created equally, said Sasha Luccioni, the climate lead at AI company Hugging Face, in an email. Users looking to reduce their carbon footprint can be more intentional about which model they chose for which task.
gTask-specific models are often much smaller and more efficient, and just as good at any context-specific task,h Luccioni explained. https://tripscan.biz „„„‚„y„ „ƒ„{„p„~ If you are a software engineer who solves complex coding problems every day, an AI model suited for coding may be necessary. But for the average high school student who wants help with homework, relying on powerful AI tools is like using a nuclear-powered digital calculator.
Even within the same AI company, different model offerings can vary in their reasoning power, so research what capabilities best suit your needs, Dauner said.
When possible, Luccioni recommends going back to basic sources online encyclopedias and phone calculators to accomplish simple tasks.
Why itfs hard to measure AIfs environmental impact Putting a number on the environmental impact of AI has proved challenging.
The study noted that energy consumption can vary based on the userfs proximity to local energy grids and the hardware used to run AI models. Thatfs partly why the researchers chose to represent carbon emissions within a range, Dauner said.
Furthermore, many AI companies donft share information about their energy consumption or details like server size or optimization techniques that could help researchers estimate energy consumption, said Shaolei Ren, an associate professor of electrical and computer engineering at the University of California, Riverside who studies AIfs water consumption.
gYou canft really say AI consumes this much energy or water on average thatfs just not meaningful. We need to look at each individual model and then (examine what it uses) for each task,h Ren said.
One way AI companies could be more transparent is by disclosing the amount of carbon emissions associated with each prompt, Dauner suggested.
[202115] gGenerally, if people were more informed about the average
“ŠeŽÒFHarveySah “Še“úF2025/07/03(Thu) 16:08 [•ÔM]
gGenerally, if people were more informed about the average <a href=https://tripscan.biz>„„„‚„y„„ƒ„{„p„~ „r„‡„€„t</a> (environmental) cost of generating a response, people would maybe start thinking, eIs it really necessary to turn myself into an action figure just because Ifm bored?f Or edo I have to tell ChatGPT jokes because I have nothing to do?fh Dauner said.
Additionally, as more companies push to add generative AI tools to their systems, people may not have much choice how or when they use the technology, Luccioni said.
gWe donft need generative AI in web search. Nobody asked for AI chatbots in (messaging apps) or on social media,h Luccioni said. gThis race to stuff them into every single existing technology is truly infuriating, since it comes with real consequences to our planet.h https://tripscan.biz tripscan „r„€„z„„„y With less available information about AIfs resource usage, consumers have less choice, Ren said, adding that regulatory pressures for more transparency are unlikely to the United States anytime soon. Instead, the best hope for more energy-efficient AI may lie in the cost efficacy of using less energy.
gOverall, Ifm still positive about (the future). There are many software engineers working hard to improve resource efficiency,h Ren said. gOther industries consume a lot of energy too, but itfs not a reason to suggest AIfs environmental impact is not a problem. We should definitely pay attention.h
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