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The COP28 president responds to critics, a fossil fuel lobbyist influx, and more
Current conditions: Cyclone Michaung drenches Chennai, India, with 20 inches of rain in two days • Death toll from northern Tanzania floods rises to 63 • The high is 90 degrees in Caracas, the capital of Venezuela, which voted this weekend to annex two-thirds of neighboring oil state Guyana.
COP28 President Sultan Al Jaber responded to critics on Monday, insisting that he and the UAE “very much believe and respect the science” after The Guardian published a video of him pooh-poohing the phase-out of fossil fuels in an online event that took place ahead of the summit. “I have always been very clear on the fact that we are making sure that everything we do is centered around the science,” Al Jaber, who is also the chief executive of the UAE’s state oil company Adnoc, went on. “We did not in any way underestimate or undermine the task at hand.”
Al Jaber’s ability to lead the climate summit had been called into question after the publication of the comments on Sunday, which he says were taken out of context. Some critics, however, remain unappeased. In an interview Monday, former Vice President Al Gore called Al Jaber “a smart guy … [but] when I look at the massive expansion plan that they have to increase their production of oil [after the conference] … do you take us for his fools?”
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All the attention on Al Jaber took some wind out of the sails of the UAE’s major green financing deal on Monday, needless to say. But the biggest pledge of COP28’s finance-themed day came from the country’s banking sector, which committed $270 billion to green finance through 2030. That’s on top of a $30 billion fund the UAE announced Friday to invest in clean energy, infrastructure, and other climate projects. It’s been previously estimated that the developing world will need an investment of $2.4 trillion a year to address climate change.
Here are some other highlights from finance and gender day at COP28:
Tuesday’s COP28 agenda is focused on energy and industry, the just transition, and Indigenous Peoples.
Carbon dioxide becomes a “more potent greenhouse gas” the more it accumulates in the atmosphere, a new study published in Science found. Previously, the strength of the greenhouse gas effect of CO2 was thought to scale linearly, Science writes. Overall, the paper found that “doubling the atmospheric CO2 concentration increased the impact of any given increase in CO2 by about 25%,” thanks to the gas’s effect on the stratosphere.
While that would imply the planet will heat at an increasingly rapid rate, the report wasn’t all bad news. “[T]hough this effect means that the carbon dioxide added to the air now leads to more warming than it would have a century ago,” writes Science, “it also means that geoengineering schemes to release sunlight-reflecting particles could be more effective than thought by heating the stratosphere and reducing CO2’s strength.”
There are enough voters who prioritize climate issues to potentially swing elections in certain key states, a new 18-state study by the Environmental Voter Project (EVP) has found. It’s not just young voters (ages 18-34) doing the heavy lifting on climate and environment at the ballot box, either; voters who are 65 and older were second to young voters with regards to prioritizing green political issues, with one in six listing “climate change” or “clean air, clean water, and the environment” as their #1 issue.
This is significant, because in states like New Mexico, for example, EVP found that one-third of older voters prioritize climate. And just next door, “EVP identified 230,000 climate voters 65 or older in Arizona, a state where the presidential race was decided by 10,500 votes in 2020,” Inside Climate News reports. Read the full results here.
Today’s 15-year-olds will be just 27 when states like California, New York, and New Jersey begin to require that all new cars on the road be zero-emission vehicles. To best prepare today’s learning-permit holders for the future, then, states like Illinois have begun to add electric vehicles to their driver’s education fleets, Yale Climate Connectionsreports.
Using grants from ComEd, the local utility, “more than a dozen schools” in Illinois have made EVs and chargers available to first-time drivers so far. Educators point out that EVs still have “four wheels, a steering wheel, a brake pedal, and an accelerator” to allow students to learn the basics, but they can also offer features that double as handy teaching tools, like overhead cameras that show how far a vehicle is from a curb during those dreaded parallel parking sessions.
“There’s always talk about ‘I’ll just wait for technology,’ but the technology is available — there are ways of doing it.” —Massive Attack founding member Robert Del Naja. The band announced on Tuesday its plans for a one-day music festival in August that will be 100% powered by renewable energy.
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Why the new “reasoning” models might gobble up more electricity — at least in the short term
What happens when artificial intelligence takes some time to think?
The newest set of models from OpenAI, o1-mini and o1-preview, exhibit more “reasoning” than existing large language models and associated interfaces, which spit out answers to prompts almost instantaneously.
Instead, the new model will sometimes “think” for as long as a minute or two. “Through training, they learn to refine their thinking process, try different strategies, and recognize their mistakes,” OpenAI announced in a blog post last week. The company said these models perform better than their existing ones on some tasks, especially related to math and science. “This is a significant advancement and represents a new level of AI capability,” the company said.
But is it also a significant advancement in energy usage?
In the short run at least, almost certainly, as spending more time “thinking” and generating more text will require more computing power. As Erik Johannes Husom, a researcher at SINTEF Digital, a Norwegian research organization, told me, “It looks like we’re going to get another acceleration of generative AI’s carbon footprint.”
Discussion of energy use and large language models has been dominated by the gargantuan requirements for “training,” essentially running a massive set of equations through a corpus of text from the internet. This requires hardware on the scale of tens of thousands of graphical processing units and an estimated 50 gigawatt-hours of electricity to run.
Training GPT-4 cost “more than” $100 million OpenAI chief executive Sam Altman has said; the next generation models will likely cost around $1 billion, according to Anthropic chief executive Dario Amodei, a figure that might balloon to $100 billion for further generation models, according to Oracle founder Larry Ellison.
While a huge portion of these costs are hardware, the energy consumption is considerable as well. (Meta reported that when training its Llama 3 models, power would sometimes fluctuate by “tens of megawatts,” enough to power thousands of homes). It’s no wonder that OpenAI’s chief executive Sam Altman has put hundreds of millions of dollars into a fusion company.
But the models are not simply trained, they're used out in the world, generating outputs (think of what ChatGPT spits back at you). This process tends to be comparable to other common activities like streaming Netflix or using a lightbulb. This can be done with different hardware and the process is more distributed and less energy intensive.
As large language models are being developed, most computational power — and therefore most electricity — is used on training, Charlie Snell, a PhD student at University of California at Berkeley who studies artificial intelligence, told me. “For a long time training was the dominant term in computing because people weren’t using models much.” But as these models become more popular, that balance could shift.
“There will be a tipping point depending on the user load, when the total energy consumed by the inference requests is larger than the training,” said Jovan Stojkovic, a graduate student at the University of Illinois who has written about optimizing inference in large language models.
And these new reasoning models could bring that tipping point forward because of how computationally intensive they are.
“The more output a model produces, the more computations it has performed. So, long chain-of-thoughts leads to more energy consumption,” Husom of SINTEF Digital told me.
OpenAI staffers have been downright enthusiastic about the possibilities of having more time to think, seeing it as another breakthrough in artificial intelligence that could lead to subsequent breakthroughs on a range of scientific and mathematical problems. “o1 thinks for seconds, but we aim for future versions to think for hours, days, even weeks. Inference costs will be higher, but what cost would you pay for a new cancer drug? For breakthrough batteries? For a proof of the Riemann Hypothesis? AI can be more than chatbots,” OpenAI researcher Noam Brown tweeted.
But those “hours, days, even weeks” will mean more computation and “there is no doubt that the increased performance requires a lot of computation,” Husom said, along with more carbon emissions.
But Snell told me that might not be the end of the story. It’s possible that over the long term, the overall computing demands for constructing and operating large language models will remain fixed or possibly even decline.
While “the default is that as capabilities increase, demand will increase and there will be more inference,” Snell told me, “maybe we can squeeze reasoning capability into a small model ... Maybe we spend more on inference but it’s a much smaller model.”
OpenAI hints at this possibility, describing their o1-mini as “a smaller model optimized for STEM reasoning,” in contrast to other, larger models that “are pre-trained on vast datasets” and “have broad world knowledge,” which can make them “expensive and slow for real-world applications.” OpenAI is suggesting that a model can know less but think more and deliver comparable or better results to larger models — which might mean more efficient and less energy hungry large language models.
In short, thinking might use less brain power than remembering, even if you think for a very long time.
On Azerbaijan’s plans, offshore wind auctions, and solar jobs
Current conditions: Thousands of firefighters are battling raging blazes in Portugal • Shanghai could be hit by another typhoon this week • More than 18 inches of rain fell in less than 24 hours in Carolina Beach, which forecasters say is a one-in-a-thousand-year event.
Azerbaijan, the host of this year’s COP29, today put forward a list of “non-negotiated” initiatives for the November climate summit that will “supplement” the official mandated program. The action plan includes the creation of a new “Climate Finance Action Fun” that will take (voluntary) contributions from fossil fuel producing countries, a call for increasing battery storage capacity, an appeal for a global “truce” during the event, and a declaration aimed at curbing methane emissions from waste (which the Financial Times noted is “only the third most common man-made source of methane, after the energy and agricultural sectors”). The plan makes no mention of furthering efforts to phase out fossil fuels in the energy system.
The Interior Department set a date for an offshore wind energy lease sale in the Gulf of Maine, an area which the government sees as suitable for developing floating offshore wind technology. The auction will take place on October 29 and cover eight areas on the Outer Continental Shelf off Massachusetts, New Hampshire, and Maine. The area could provide 13 gigawatts of offshore wind energy, if fully developed. The Biden administration has a goal of installing 30 GW of offshore wind by 2030, and has approved about half that amount so far. The DOI’s terms and conditions for the October lease sale include “stipulations designed to promote the development of a robust domestic U.S. supply chain for floating wind.” Floating offshore wind turbines can be deployed in much deeper waters than traditional offshore projects, and could therefore unlock large areas for clean power generation. Last month the government gave the green light for researchers to study floating turbines in the Gulf of Maine.
In other wind news, BP is selling its U.S. onshore wind business, bp Wind Energy. The firm’s 10 wind farm projects have a total generating capacity of 1.3 gigawatts and analysts think they could be worth $2 billion. When it comes to renewables, the fossil fuel giant said it is focusing on investing in solar growth, and onshore wind is “not aligned” with those plans.
The number of jobs in the U.S. solar industry last year grew to 279,447, up 6% from 2022, according to a new report from the nonprofit Interstate Renewable Energy Council. Utility-scale solar added 1,888 jobs in 2023, a 6.8% increase and a nice rebound from 2022, when the utility-scale solar market recorded a loss in jobs. The report warns that we might not see the same kind of growth for solar jobs in 2024, though. Residential installations have dropped, and large utility-scale projects are struggling with grid connection. The report’s authors also note that as the industry grows, it faces a shortage of skilled workers.
Interstate Renewable Energy Council
Most employers reported that hiring qualified solar workers was difficult, especially in installation and project development. “It’s difficult because our projects are built in very rural areas where there just aren't a lot of people,” one interviewee who works at a utility-scale solar firm said. “We strive to hire as many local people as possible because we want local communities to feel the economic impact or benefit from our projects. So in some communities where we go, it is difficult to find local people that are skilled and can perform the work.”
The torrential rain that has battered central Europe is tapering off a bit, but the danger of rising water remains. “The massive amounts of rain that fell is now working its way through the river systems and we are starting to see flooding in areas that avoided the worst of the rain,” BBC meteorologist Matt Taylor explained. The Polish city of Nysa told its 44,000 residents to leave yesterday as water rose. In the Czech Republic, 70% of the town of Litovel was submerged in 3 feet of flooding. The death toll from the disaster has risen to 18. Now the forecast is calling for heavy rain in Italy. “The catastrophic rainfall hitting central Europe is exactly what scientists expect with climate change,” Joyce Kimutai, a climate scientist with Imperial College London’s Grantham Institute, toldThe Guardian.
A recent study examining the effects of London’s ultra-low emissions zone on how students get to school found that a year after the rules came into effect, many students had switched to walking, biking, or taking public transport instead of being driven in private vehicles.
Welcome to Decarbonize Your Life, Heatmap’s special report that aims to help you make decisions in your own life that are better for the climate, better for you, and better for the world we all live in. This is our attempt, in other words, to assist you in living something like a normal life while also making progress in the fight against climate change.
That means making smarter and more informed decisions about how climate change affects your life — and about how your life affects climate change. The point is not what you shouldn’t do (although there is some of that). It’s about what you should do to exert the most leverage on the global economic system and, hopefully, nudge things toward decarbonization just a little bit faster.
We certainly think we’ve hit upon a better way to think about climate action, but you don’t have to take our word for it. Keep reading here for more on how (and why) we think about decarbonizing your life — or just skip ahead to our recommendations, below.