Can AI defeat climate misinformation?

Presented by Southern Environmental Law Center: Your guide to the political forces shaping the energy transformation
Jun 04, 2024 View in browser
 
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By Arianna Skibell

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Southern Environmental Law Center

An unattached network cable hangs in the air near a server.

An unattached network cable hangs in the air near a server in Washington. | Andrew Caballero-Reynolds/AFP via Getty Images

Human fact-checkers can’t keep up with the spread of false information on social media. But maybe artificial intelligence can.

A team of Australian and British researchers is training an AI model to combat the spread of misleading claims about climate change, write Francisco “A.J.” Camacho and Scott Waldman.

The move could help repurpose AI from an agent of misinformation to a policing force. But it’s a tall order: According to one third-party tracker, fake news websites that use AI have ballooned in recent months. Compounding the problem, social media giants such as Facebook and X have weakened their misinformation safeguards.

Misleading claims about climate change are particularly hard to weed out. Fossil fuel proponents and conservative groups have spent decades sowing public confusion around climate science by using false, misleading or cherry-picked research.

YouTube channels that spread climate misinformation have also adopted a seemingly nuanced stance that does not reject the science outright but rather distorts and downplays it, according to Imran Ahmed, CEO of the Center for Countering Digital Hate, who is helping with the research project.

“They've moved on from rejecting climate change to accepting climate change but saying that there is no hope, the solutions don't work, and, besides, the scientists don't really understand it,” Ahmed told A.J. and Scott.

To train the AI model, known as CARDS, researchers first went straight to the internet’s largest source of climate misinformation: climate denial blogs and conservative think tanks. They later incorporated a database of millions of climate change-related X posts.

Now, they are trying to solve what researchers call “the Holy Grail of fact-checking.”

“Which is detecting and debunking misinformation in real time,” said John Cook, a senior research fellow at the University of Melbourne who co-developed the AI model.

Cook and his colleagues’ AI model has so far managed to detect climate misinformation roughly 90 percent of the time — a finding slated for peer review and publication later this year. But Cook says that’s not good enough.

CARDS, he said, would benefit from further tinkering before real-time automated use on digital platforms.

“You don't want a self-driving car that's 90 percent accurate,” he said.

 

It's Tuesday — thank you for tuning in to POLITICO's Power Switch. I'm your host, Arianna Skibell. Power Switch is brought to you by the journalists behind E&E News and POLITICO Energy. Send your tips, comments, questions to askibell@eenews.net.

 

A message from Southern Environmental Law Center:

Burning trees for energy devastates forests, harms nearby communities, which are disproportionately Black and low-income, and makes climate change worse. An upcoming Treasury Department decision on clean energy tax credits for the biomass industry could undermine President Biden’s climate agenda and environmental justice commitment. Redirecting tax credits to truly clean energy industries like solar, wind, and storage will accelerate our energy transition, combat climate change, and create stable jobs. Learn more here.

 
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Power Centers

Wael Sawan, Shell CEO, takes part in a panel in the United Arab Emirates last year.

Shell CEO Wael Sawan expressed support for President Joe Biden's climate agenda. | Kamran Jebreili/AP

Shell CEO backs Biden’s climate law
President Joe Biden’s climate agenda got a surprise endorsement Tuesday from Wael Sawan, the leader of one of the world’s largest oil companies, writes Corbin Hiar.

Biden's climate laws “seem to be working in terms of attracting a significant amount of capital in different states, whether it’s a red or blue state,” Shell’s chief executive said at an event hosted by a centrist think tank.

Energy demand is skyrocketing. Is the U.S. ready?
The amount of energy the country needs to operate is expected to surge in coming years. In fact, the nation’s largest grid operator may have to double its power plant output by 2040 to meet the growing demand for power, writes Peter Behr.

Along with factories and electric vehicles, energy-intensive data centers are a key driver in the expected growth. The rise of artificial intelligence-fused data centers is forcing states to weigh whether the boon to property taxes is worth the drain on the electrical grid, writes Adam Aton.

Many utilities are responding with proposals to burn more fossil fuels. In Texas, for example, power producers are proposing a suite of new natural gas plants, aided by $5 billion in state-funded, low-interest loans to support generation of the fuel, writes Jason Plautz.

Plus, energy experts say the most state-of-the art technology needed to meet rising electricity consumption with clean power is struggling to get a foothold in the U.S., Peter writes.

Inside von der Leyen’s secret climate crusade
Karl Mathiesen took a deep dive into why Ursula von der Leyen launched her campaign for a second term as president of the European Commission without mentioning one the defining achievements of her first term: the world’s only continent-scale package of climate laws, known as the European Green Deal.

In Other News

Campaigning: A climate group with ties to Washington Gov. Jay Inslee is running TV ads in Wisconsin and Michigan playing up Biden's clean energy record.

Speaking of clean energy: Solar power is surging, but U.S. wind is in trouble.

 

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A message from Southern Environmental Law Center:

Burning trees for energy devastates forests, harms the health of nearby communities, which are disproportionately Black and low-income, and makes climate change worse. An upcoming Treasury Department decision on whether the biomass industry should receive clean energy tax credits could significantly undermine President Biden’s climate agenda and environmental justice commitment. Ensuring tax credits go toward truly clean energy industries, such as solar, wind and storage will accelerate our energy transition, combat climate change and create stable jobs. Learn more here.

 
 

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