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JamesLag
Study reveals how much energy AI uses to answer your questions
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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.
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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.
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Scientists mapped what happens if a crucial system of ocean currents collapses. The weather impact would be extreme
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The collapse of a crucial network of Atlantic Ocean currents could push parts of the world into a deep freeze, with winter temperatures plunging to around minus 55 degrees Fahrenheit in some cities, bringing “profound climate and societal impacts,” according to a new study.
There is increasing concern about the future of the Atlantic Meridional Overturning Circulation — known as the AMOC — a system of currents that works like a giant conveyor belt, pulling warm water from the Southern Hemisphere and tropics to the Northern Hemisphere, where it cools, sinks and flows back south.
Multiple studies suggest the AMOC is weakening with some projecting it could even collapse this century as global warming disrupts the balance of heat and salinity that keeps it moving. This would usher in huge global weather and climate shifts — including plunging temperatures in Europe, which relies on the AMOC for its mild climate.
What’s less clear, however, is how these impacts will unfold in a world heated up by humans burning fossil fuels.
“What if the AMOC collapses and we have climate change? Does the cooling win or does the warming win?” asked Rene van Westen, a marine and atmospheric researcher at Utrecht University in the Netherlands and co-author of the paper published Wednesday in the Geophysical Research Letters journal.
This new study is the first to use a modern, complex climate model to answer the question, he told CNN.
The researchers looked at a scenario where the AMOC weakens by 80% and the Earth is around 2 degrees Celsius warmer than the period before humans began burning large amounts of fossil fuels. The planet is currently at 1.2 degrees of warming.
They focused on what would happen as the climate stabilized post-collapse, multiple decades into the future.
Even in this hotter world, they found “substantial cooling” over Europe with sharp drops in average winter temperatures and more intense cold extremes — a very different picture than the United States, where the study found temperatures would continue to increase even with an AMOC collapse.
Sea ice would spread southward as far as Scandinavia, parts of the United Kingdom and the Netherlands, the research found. This would have a huge impact on cold extremes as the white surface of the ice reflects the sun’s energy back into space, amplifying cooling.
The scientists have created an interactive map to visualize the impacts of an AMOC collapse across the globe.
Michaelrag
London
CNN
—
Opposite a bed in central London, light filters through a stained-glass window depicting, in fragments of copper and blue, Jesus Christ.
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Three people have lived in the deserted cathedral in the past two years, with each occupant — an electrician, a sound engineer and a journalist — paying a monthly fee to live in the priest’s quarters.
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The cathedral is managed by Live-in Guardians, a company finding occupants for disused properties, including schools, libraries and pubs, across Britain. The residents — so-called property guardians — pay a fixed monthly “license fee,” which is usually much lower than the typical rent in the same area.
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Applications to become guardians are going “through the roof,” with more people in their late thirties and forties signing on than in the past, said Arthur Duke, the founder and managing director of Live-in Guardians.
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“That’s been brought about by the cost-of-living crisis,” he said. “People are looking for cheaper ways to live.”
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JustinGlunc
Les adherents du parti Les Republicains sont appeles a voter, samedi et dimanche, pour choisir leur futur president. Mais entre Bruno Retailleau et Laurent Wauquiez, peu de differences ideologiques existent : a l’image de ce qu’est devenu leur parti depuis 2017, tous deux font campagne a droite toute en misant sur les questions d’immigration et de securite.
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Laurent Wauquiez et Bruno Retailleau, le 19 septembre 2024, arrivant a Matignon.
Laurent Wauquiez et Bruno Retailleau, le 19 septembre 2024, arrivant a Matignon. © Ludovic Marin, AFP
Apres plusieurs semaines de campagne, difficile de savoir qui de Bruno Retailleau ou Laurent Wauquiez remportera la presidence du parti Les Republicains (LR). Les adherents du parti de droite sont invites a les departager, samedi 17 et dimanche 18 mai, pour choisir celui qui incarnera desormais LR, avec en toile de fond l’election presidentielle de 2027.
Mais comment choisir entre deux candidats presentant si peu de differences de ligne ideologique ? Bruno Retailleau et Laurent Wauquiez placent constamment l’immigration et la securite au centre de leurs discours. Si bien que pour exister face a un candidat-ministre devenu favori et omnipresent dans les medias, l’ancien president de la region Auvergne-Rhone-Alpes s’est senti oblige de jouer la surenchere en proposant, le 8 avril dans le JDNews, "que les etrangers dangereux sous OQTF [Obligation de quitter le territoire francais] soient enfermes dans un centre de retention a Saint-Pierre-et-Miquelon, hors de l’Hexagone".
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Michaelhom
There’s a ‘ghost hurricane’ in the forecast. It could help predict a real one
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A scary-looking weather forecast showing a hurricane hitting the Gulf Coast in the second half of June swirled around social media this week—but don’t panic.
It’s the season’s first “ghost hurricane.”
Similar hype plays out every hurricane season, especially at the beginning: A cherry-picked, worst-case-scenario model run goes viral, but more often than not, will never come to fruition.
Unofficially dubbed “ghost storms” or “ghost hurricanes,” these tropical systems regularly appear in weather models — computer simulations that help meteorologists forecast future conditions — but never seem to manifest in real life.
The model responsible this week was the Global Forecast System, also known as the GFS or American model, run by the National Oceanic and Atmospheric Administration. It’s one of many used by forecasters around the world.
All models have known biases or “quirks” where they tend to overpredict or underpredict certain things. The GFS is known to overpredict tropical storms and hurricanes in longer-term forecasts that look more than a week into the future, which leads to these false alarms. The GFS isn’t alone in this — all models struggle to accurately predict tropical activity that far in advance — but it is notorious for doing so.
For example, the GFS could spit out a prediction for a US hurricane landfall about 10 days from now, only to have that chance completely disappear as the forecast date draws closer. This can occur at any time of the year, but is most frequent during hurricane season — June through November.
It’s exactly what’s been happening over the past week as forecasters keep an eye out for the first storm of the 2025 Atlantic hurricane season.
Why so many ghosts?
No weather forecast model is designed in the exact same way as another, and that’s why each can generate different results with similar data.
The reason the GFS has more false alarms when looking more than a week out than similar models – like Europe’s ECMWF, Canada’s CMC or the United Kingdom’s UKM – is because that’s exactly what it’s programmed to do, according to Alicia Bentley, the global verification project lead of NOAA’s Environmental Modeling Center.
The GFS was built with a “weak parameterized cumulus convection scheme,” according to Bentley. In plain language, that means when the GFS thinks there could be thunderstorms developing in an area where tropical systems are possible – over the oceans – it’s more likely to jump to the conclusion that something tropical will develop than to ignore it.
Other models aren’t built to be quite as sensitive to this phenomenon, and so they don’t show a tropical system until they’re more confident the right conditions are in place, which usually happens when the forecast gets closer in time.
The western Caribbean Sea is one of the GFS’ favorite places to predict a ghost storm. That’s because of the Central American gyre: a large, disorganized area of showers and thunderstorms that rotates over the region and its surrounding water.
Rolandedism
Tbilisi, Georgia — Jailed journalist Mzia Amaghlobeli gets weaker every day as her hunger strike has reached three weeks in Rustavi, a town near the Georgian capital of Tbilisi, her lawyer says. Now the 49-year-old is having difficulty walking the short distance from her cell to the room where they usually meet, and human rights officials, colleagues and family fear for her life.
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Amaghlobeli was arrested Jan. 12 during an anti-government protest in the coastal city of Batumi, one of over 40 people in custody on criminal charges from a series of demonstrations that have hit the South Caucasus nation of 3.7 million in recent months.
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The political turmoil follows a parliamentary election that was won by the ruling Georgian Dream party, although its opponents allege the vote was rigged.
Protests highlight battle over Georgia's future. Here's why it matters.
Its outcome pushed Georgia further into Russia's orbit of influence. Georgia aspired to join the European Union, but the party suspended accession talks with the bloc after the election.
As it sought to cement its grip on power, Georgian Dream has cracked down on freedom of assembly and expression in what the opposition says is similar to President Vladimir Putin's actions in neighboring Russia, its former imperial ruler.
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Americans nearing retirement and recent retirees said they were anxious and frustrated following a second day of market turmoil that hit their 401(k)s after President Donald Trump’s escalation of tariffs.
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As the impending tariffs shook the global economy Friday, people who were planning on their retirement accounts to carry them through their golden years said the economic chaos was hitting too close to home.
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Some said they are pausing big-ticket purchases and reconsidering home renovations, while others said they fear their quality of life will be adversely affected by all the turmoil.
“I’m just kind of stunned, and with so much money in the market, we just sort of have to hope we have enough time to recover,” said Paula, 68, a former occupational health professional in New Jersey who retired three years ago.
Paula, who spoke on the condition of anonymity because she feared retaliation for speaking out against Trump administration policies, said she was worried about what lies ahead.
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“What we’ve been doing is trying to enjoy the time that we have, but you want to be able to make it last,” Paula said Friday. “I have no confidence here.”
Trump fulfilled his campaign promise this week to unleash sweeping tariffs, including on the United States’ largest trading partners, in a move that has sparked fears of a global trade war. The decision sent the stock market spinning. On Friday afternoon, the broad-based S&P 500 closed down 6%, the tech-heavy Nasdaq dropped 5.8%, and the Dow Jones Industrial Average fell more than 2,200 points, or about 5.5%.
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Всё о строительстве домов из газобетона: проекты, цены и особенности
Строительство домов из газобетона становится всё более популярным благодаря своим преимуществам: энергоэффективности, экологичности и быстроте возведения. Ниже вы найдете подробную информацию о различных аспектах этого материала и услугах, связанных с его использованием.
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Газобетон — это легкий ячеистый бетон, обладающий отличными теплоизоляционными свойствами, высокой прочностью и экологической безопасностью. Он идеально подходит для возведения как одноэтажных, так и двухэтажных домов, а также для реализации различных архитектурных проектов.
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Одноэтажные дома из газобетона
Проекты одноэтажных домов из газобетона — оптимальный выбор для тех, кто ценит комфорт и простоту.
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Цена дома из газобетона под ключ в Москве и Московской области — зависит от площади, проекта и выбранных материалов.
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Цены на строительство под ключ
В Москве и Московской области — от 25 000 до 45 000 руб. за м?.
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Почему стоит заказать строительство дома из газобетона под ключ?
Экономия времени и сил — все этапы от проектирования до отделки выполняются профессионалами.
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Можно ли построить дом из газобетона своими руками?
Теоретически — да, при наличии строительных навыков и опыта. Однако для обеспечения надежности и соответствия строительных норм рекомендуется доверить работу профессионалам.