348545 comments

• Comment Link Δευτέρα, 30 Ιουνίου 2025 01:50 posted by JamesSon

  Study reveals how much energy AI uses to answer your questions
  tripscan top
  Whether it’s answering work emails or drafting wedding vows, generative artificial intelligence tools have become a trusty copilot in many people’s lives. But a growing body of research shows that for every problem AI solves, hidden environmental costs are racking up.
  
  Each word in an AI prompt is broken down into clusters of numbers called “token IDs” and sent to massive data centers — some larger than football fields — powered by coal or natural gas plants. There, stacks of large computers generate responses through dozens of rapid calculations.
  
  The whole process can take up to 10 times more energy to complete than a regular Google search, according to a frequently cited estimation by the Electric Power Research Institute.
  https://tripscan.biz
  трипскан вход
  So, for each prompt you give AI, what’s the damage? To find out, researchers in Germany tested 14 large language model (LLM) AI systems by asking them both free-response and multiple-choice questions. Complex questions produced up to six times more carbon dioxide emissions than questions with concise answers.
  
  In addition, “smarter” LLMs with more reasoning abilities produced up to 50 times more carbon emissions than simpler systems to answer the same question, the study reported.
  
  “This shows us the tradeoff between energy consumption and the accuracy of model performance,” said Maximilian Dauner, a doctoral student at Hochschule Munchen University of Applied Sciences and first author of the Frontiers in Communication study published Wednesday.
  
  Typically, these smarter, more energy intensive LLMs have tens of billions more parameters — the biases used for processing token IDs — than smaller, more concise models.
  
  “You can think of it like a neural network in the brain. The more neuron connections, the more thinking you can do to answer a question,” Dauner said.
  What you can do to reduce your carbon footprint
  Complex questions require more energy in part because of the lengthy explanations many AI models are trained to provide, Dauner said. If you ask an AI chatbot to solve an algebra question for you, it may take you through the steps it took to find the answer, he said.
• Comment Link Δευτέρα, 30 Ιουνίου 2025 01:49 posted by llxxww.net

  I'm honored to get a call from a friend as he discovered the important recommendations shared in your site.
  Going through your blog article is a real fantastic experience.
  Many thanks for thinking of readers just like me, and I would like for you the best
  of success like a professional in this field.
• Comment Link Δευτέρα, 30 Ιουνίου 2025 01:48 posted by 腳底按摩課程

  https://classic-blog.udn.com/639494ae/182783371
  A stylishly easy occasion gown printed with romantic florals, perfect
  for the mother of the bride.
• Comment Link Δευτέρα, 30 Ιουνίου 2025 01:46 posted by Bokep Viral

  Hello, everything is going fine here and ofcourse every one is sharing data,
  that's in fact fine, keep up writing.
• Comment Link Δευτέρα, 30 Ιουνίου 2025 01:42 posted by Belle Briggs

  ชอบแสงสีขาวของไฟหน้ารถ LED BT PREMIUM มากๆ ครับ หลอดไฟหน้า
• Comment Link Δευτέρα, 30 Ιουνίου 2025 01:40 posted by faking

  WOW just what I was searching for. Came here by searching for mother faker
• Comment Link Δευτέρα, 30 Ιουνίου 2025 01:39 posted by https://www.polskibiznes24.pl

  Merely had to tell you I am grateful that i stumbled in your web site.
  
  https://www.polskibiznes24.pl
• Comment Link Δευτέρα, 30 Ιουνίου 2025 01:38 posted by https://G.calculator.city/may-tinh-du-doan-bong-da.html

  For newest information you have to visit internet and on web I found this web
  site as a most excellent website for latest updates.
• Comment Link Δευτέρα, 30 Ιουνίου 2025 01:37 posted by Cole Blair

  Wonderful content on maintaining comfort in our homes all year long! Finding trustworthy Hvac solutions for heating and cooling requirements is therefore important ac solutions Robertsdale, AL
• Comment Link Δευτέρα, 30 Ιουνίου 2025 01:37 posted by Glenn King

  This was quite informative. For more, visit peronal injury attorney .