Climate Change

25 Posts

Electric substation representing the energy use and carbon emissions linked to running large AI language models.
Climate Change

Reasoning Boosts Carbon Emissions: Researchers confirm reasoning models that generate more tokens have a bigger environmental footprint

In the era of reasoning models, delivering better answers to questions has an environmental cost. A new study quantifies the impact.
AI model animation predicting Cyclone Alfred’s path. An ensemble graph neural networks produces more-accurate 15-day forecasts.
Climate Change

AI Weather Prediction Gains Traction: U.S. working with Google Weather Lab AI to improve storm forecasts

The U.S. government is using AI to predict the paths of hurricanes.
Bar chart comparing electricity use by various text-generation models: very small, small, medium-sized, large MoE, and large reasoning.
Climate Change

AI Uses Energy, AI Saves Energy: The International Energy Agency examines the energy costs and potential savings of the AI boom

AI’s thirst for energy is growing, but the technology also could help produce huge energy savings over the next five to 10 years, according to a recent report.
Person sitting by a campfire holding a stick, looking worried in a dark setting.
Climate Change

AI Burns All the Energy: Will AI’s growing power demands drain the grid?

The globe’s growing AI infrastructure requires huge amounts of electricity, possibly more than power providers can generate responsibly. Could AI models suck energy resources dry?
Nuclear power plant cooling towers emitting steam into the sky.
Climate Change

AI Giants Go Nuclear: Amazon, Google, and Microsoft bet on nuclear power to meet AI energy demands

Major AI companies plan to meet the growing demand with nuclear energy.
GPU Data Centers Strain Grid Power: AI's electricity demands spur an expansion of power sources.
Climate Change

GPU Data Centers Strain Grid Power: AI's electricity demands spur an expansion of power sources.

The AI boom is taxing power grids and pushing builders of data centers to rethink their sources of electricity.
AI Against Climate Change: A roadmap explores how AI can detect and mitigate greenhouse gases.
Climate Change

AI Against Climate Change: A roadmap explores how AI can detect and mitigate greenhouse gases.

How can AI help to fight climate change? A new report evaluates progress so far and explores options for the future. The Innovation for Cool Earth Forum, a conference of climate researchers hosted by Japan...
AI Trends Tracked: 2023's AI trends from Stanford's AI Index
Climate Change

AI Trends Tracked: 2023's AI trends from Stanford's AI Index

Stanford’s sixth annual AI Index takes stock of a rapidly growing field. The sprawling, 386-page report from the Institute for Human-Centered AI presents the past year’s developments in AI based on a wide variety of sources including benchmarks, papers, market research, job listings, and polls.
Results from a poll by Pew Research Center
Climate Change

What Americans Want From AI: Pew survey asks 11,000 Americans about AI.

Adults in the United States tend to view AI’s medical applications favorably but are leery of text and image generation. Pew Research Center polled 11,004 U.S. adults for their opinions of AI in science, healthcare, and media.
A series of graphs show the carbon emissions associated with training AI models.
Climate Change

Cutting the Carbon Cost of Training: A New Tool Helps NLP Models Lower Their Gas Emissions

You can reduce your model’s carbon emissions by being choosy about when and where you train it.
Autonomous research ship in the ocean
Climate Change

AI AI, Captain! Mayflower AI Ship Crosses the Atlantic Ocean

An autonomous research ship crossed the Atlantic Ocean — with a few pit stops to address challenges along the way. Built by IBM and marine research nonprofit ProMare, the Mayflower Autonomous Ship 400 (MAS400) last week completed a voyage from Plymouth, England, to Plymouth, Massachusetts.
Satalite Map image
Climate Change

Tracking Changes on Earth’s Surface: AI Tracks Land Change from Satellite Imagery

Computer vision systems are scanning satellite photos to track construction on the Earth’s surface — an exercise in behavior recognition on a global scale.
Different videoclips showing windmills
Climate Change

Wind in the Forecast: AI Tool Predicts Wind Turbine Energy Output

Machine learning is making wind power more predictable. Engie SA, a multinational energy utility based in France, is the first customer for an AI-powered tool from Google that predicts the energy output of wind farms.
Representation of the components of our controller design architecture
Climate Change

High-Energy Deep Learning: Machine learning helps stabilize nuclear fusion.

Nuclear fusion technology, long touted as an unlimited source of safe, clean energy, took a step toward reality with a machine learning algorithm that molds the fuel in a reactor’s core.
Multimodal deep learning model
Climate Change

AI Versus the Garbage Heap: How Amazon uses AI to cut waste.

Amazon reported long-term success using machine learning to shrink its environmental footprint. The online retailer developed a system that fuses product descriptions, images, and structured data to decide how an item should be packed for shipping.
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