Researchers Just Found Something Extremely Alarming About AI’s Power Usage
Researchers found that the carbon footprint of productive AI -based vehicles that can convert text requests into images and videos were much worse than we thought before.
As in detail new articleDue to the open-source AI platform hugging, researchers found that when the length of a video was doubled when the length of a video reached the four times the energy demands of the Metin-Video generators-this has increasingly showed that the power required for more and more sophisticated generations was not linearly scaled.
For example, a six -second AI video clip consumes four times more energy than a three -second clip.
“These findings emphasize both the structural inefficiency of the existing video diffusion pipelines and the urgent need for productivity -oriented design,” he said in the researchers.
Experts warn that we launch productive AI tools without fully understanding their real environmental impacts.
“Ultimately, we saw that AI’s common understanding of energy consumption is full of holes.” MIT Technology Review one wrote Final analysis.
Image generators used a five -second microwave heating equivalent to create a single 1,024 x 1,024 pixel image, while video generators proved to be much more energy -intensive. To spit a five -second clip, the researchers found the equivalent of a microwave launch of more than an hour. If the length increases, mathematics doesn’t look good if they consume much more power.
These demands, for longer clips, rises even faster, “rapidly increasing hardware and environmental costs” means.
Fortunately, intelligent caching, reuse of existing AI generations and “pruning”Means eliminating inefficient samples from training data clusters.
However, it is also seen whether these efforts will be sufficient to make a notch in enormous electricity consumption. The scale of the effect is important, the use of energy related to AI represents 20 percent of global data center power demands, Last work.
Meanwhile, technology is investing giants Ten billions of dollars In infrastructure buildings, sometimes it abandons its climate targets in this process. Inside 2024 Environmental Impact ReportGoogle admitted that it was behind the ambitious plan of reaching net zero carbon emissions by 2030 and a great increase in carbon emissions every year due to the embrace of productive AI.
Earlier this year, the company released the veo 3 AI video generator later boast Users had created more than 40 million videos in only seven weeks.
Although the environmental impact of the vehicle is unknown, Google is not fully encouraged to investigate its major contributions to carbon emissions – our chances are much worse than we think.
More information about AI energy use: How much electricity can surprise you to use artificial intelligence
