AI, Who Is the Biggest Power Hog in The World? OH, IT’S YOU!!!

Artificial Intelligence (AI) Needs So Much Power It Is Straining the Electrical Grid

The artificial intelligence boom has had such a profound effect on big tech companies that their energy consumption, and with it their carbon emissions, have surged.

The spectacular success of large language models such as ChatGPT has helped fuel this growth in energy demand. At 2.9 watt-hours per ChatGPT request, AI queries require about 10 times the electricity of traditional Google queries, according to the Electric Power Research Institute, a nonprofit research firm. Emerging AI capabilities such as audio and video generation are likely to add to this energy demand.

The energy needs of AI are shifting the calculus of energy companies. They’re now exploring previously untenable options, such as restarting a nuclear reactor at the Three Mile Island power plant, site of the infamous disaster in 1979, that has been dormant since 2019.

Data centers have had continuous growth for decades, but the magnitude of growth in the still-young era of large language models has been exceptional. AI requires a lot more computational and data storage resources than the pre-AI rate of data center growth could provide.

AI and the grid

Thanks to AI, the electrical grid – in many places already near its capacity or prone to stability challenges – is experiencing more pressure than before. There is also a substantial lag between computing growth and grid growth. Data centers take one to two years to build, while adding new power to the grid requires over four years.

As a recent report from the Electric Power Research Institute lays out, just 15 states contain 80% of the data centers in the U.S.. Some states – such as Virginia, home to Data Center Alley – astonishingly have over 25% of their electricity consumed by data centers. There are similar trends of clustered data center growth in other parts of the world. For example, Ireland has become a data center nation.

Along with the need to add more power generation to sustain this growth, nearly all countries have decarbonization goals. This means they are striving to integrate more renewable energy sources into the grid. Renewables such as wind and solar are intermittent: The wind doesn’t always blow and the sun doesn’t always shine. The dearth of cheap, green and scalable energy storage means the grid faces an even bigger problem matching supply with demand.

Additional challenges to data center growth include increasing use of water cooling for efficiency, which strains limited fresh water sources. As a result, some communities are pushing back against new data center investments.

Better tech

There are several ways the industry is addressing this energy crisis. First, computing hardware has gotten substantially more energy efficient over the years in terms of the operations executed per watt consumed. Data centers’ power use efficiency, a metric that shows the ratio of power consumed for computing versus for cooling and other infrastructure, has been reduced to 1.5 on average, and even to an impressive 1.2 in advanced facilities. New data centers have more efficient cooling by using water cooling and external cool air when it’s available.

Unfortunately, efficiency alone is not going to solve the sustainability problem. In fact, Jevons paradox points to how efficiency may result in an increase of energy consumption in the longer run. In addition, hardware efficiency gains have slowed down substantially, as the industry has hit the limits of chip technology scaling.

To continue improving efficiency, researchers are designing specialized hardware such as accelerators, new integration technologies such as 3D chips, and new chip cooling techniques.

Similarly, researchers are increasingly studying and developing data center cooling technologies. The Electric Power Research Institute report endorses new cooling methods, such as air-assisted liquid cooling and immersion cooling. While liquid cooling has already made its way into data centers, only a few new data centers have implemented the still-in-development immersion cooling.

Flexible future

A new way of building AI data centers is flexible computing, where the key idea is to compute more when electricity is cheaper, more available and greener, and less when it’s more expensive, scarce and polluting.

Data center operators can convert their facilities to be a flexible load on the grid. Academia and industry have provided early examples of data center demand response, where data centers regulate their power depending on power grid needs. For example, they can schedule certain computing tasks for off-peak hours.

Implementing broader and larger scale flexibility in power consumption requires innovation in hardware, software and grid-data center coordination. Especially for AI, there is much room to develop new strategies to tune data centers’ computational loads and therefore energy consumption. For example, data centers can scale back accuracy to reduce workloads when training AI models.

Realizing this vision requires better modeling and forecasting. Data centers can try to better understand and predict their loads and conditions. It’s also important to predict the grid load and growth.

The Electric Power Research Institute’s load forecasting initiative involves activities to help with grid planning and operations. Comprehensive monitoring and intelligent analytics – possibly relying on AI – for both data centers and the grid are essential for accurate forecasting.

On the edge

The U.S. is at a critical juncture with the explosive growth of AI. It is immensely difficult to integrate hundreds of megawatts of electricity demand into already strained grids. It might be time to rethink how the industry builds data centers.

The Conversation:      https://theconversation.com/ai-supercharges-data-center-energy-use-straining-the-grid-and-slowing-sustainability-efforts-232697

from:    https://needtoknow.news/2024/07/artificial-intelligence-ai-needs-so-much-power-it-is-straining-the-electrical-grid/

The Importance of Rainforests

Facts About Rainforests

This interior part of the Amazon rainforest is one of the most diverse corners of the Amazon basin. A hectare of forest typically contains 250 species of large trees.

Credit: Nigel Pitman | The Field Museum

Rainforests are found all over the world — in West and Central Africa, South and Central America, Indonesia, Southeast Asia and Australia — on every continent except Antarctica. They are vitally important, producing most of the oxygen we breathe and providing habitat for half of the planet’s flora and fauna.

The term “rainforest” has a wide classification. Typically, rainforests are lush, humid, hot stretches of land covered in tall, broadleaf evergreen trees, usually found around the equator. These areas usually get rain year-round, typically more than 70 inches (1,800 millimeters) a year, according to the Encyclopedia Britannica. Various types of forests, such as monsoon forests, mangrove forests and temperate forests, can be considered rainforests. Here’s what makes them different:

  • Temperate rainforests consist of coniferous or broadleaf trees and are found in the temperate zones. They are identified as rainforests by the large amount of rain they receive.
  • Mangrove rainforests are, like their name, made of mangrove trees. These trees grow only in brackish waters where rivers meet the ocean.
  • Monsoon rainforests are also called “dry rainforests” because they have a dry season. These get around 31 to 71 inches (800 mm to 1,800 mm) of rain. Up to 75 percent of the trees in dry rainforests can be deciduous.

Most rainforests are very warm, with an average temperature of 86 degrees Fahrenheit (30 degrees Celsius) during the day and 68 degrees F (20 degrees C) at night.

A rainforest consists of two major areas. The very top part is called the canopy, which can be as tall as 98 feet to 164 feet (30 to 50 meters). This area is comprised of the tops of trees and vines. The rest, below the canopy, is called the understory. This can include ferns, flowers, vines, tree trunks and dead leaves.

Some animals stay in the canopy and rarely ever come down to the ground. Some of these animals include monkeys, flying squirrels and sharp-clawed woodpeckers, according to the Encyclopedia Britannica.

Upper montane cloud forest during rainfall at Mt. Kinabalu in Malaysia.
Upper montane cloud forest during rainfall at Mt. Kinabalu in Malaysia.

Credit: L. A. Bruijnzeel and I. S. M. Sieverding

The rainforest is home to many plants and animals. According to The Nature Conservancy, a 4-square-mile (2,560 acres) area of rainforest contains as many as 1,500 flowering plants, 750 species of trees, 400 species of birds and 150 species of butterflies. The Amazon rainforest alone contains around 10 percent of the world’s known species.

Just about every type of animal lives in rainforests. In fact, though rainforests cover less than 2 percent of Earth’s total surface area, they are home to 50 percent of Earth’s plants and animals, according to The Nature Conservancy. For example, rhinoceroses, deer, leopards, gorillas, chimpanzees, elephants, armadillos and even bears can be found living in rainforests across the world.

Many unusual animals and plants have been discovered in rainforests. For example, the fairy lantern parasite (Thismia neptunis) reappeared in the rainforest of Borneo, Malaysia, in 2018, 151 years after it was first documented. This plant sucks on underground fungi and doesn’t need sunlight to survive. “To our knowledge, it is only the second finding of the species in total,” the Czech team of researchers wrote in a paper, which was published Feb. 21, 2018, in the journal Phytotaxa.

Some of the animals are also unusual. For example, the tapir is a mammal that looks like a mix between an anteater and a pig and can be found in the rainforests of South America and Asia. The stunning silverback gorillalives in the rainforest of the Central African Republic. Forest giraffes, or okapi, a strange-looking cross between a horse and a zebra, also inhabit the African rainforest.

One particularly surprising rainforest find is a spider as big as a puppy. The massive South American Goliath birdeater (Theraphosa blondi) is the world’s largest spider, according to Guinness World Records. Each leg can reach up to 1 foot (30 centimeters) long, and it can weigh up to 6 ounces (170 grams).

Seventy percent of the plants identified by the U.S. National Cancer Institute as useful in the treatment of cancer are found only in rainforests, according to The Nature Conservancy. Scientists have identified more than 2,000 tropical forest plants as having anti-cancer properties. However, less than 1 percent of tropical rainforest species have been analyzed for their medicinal value.

Rainforests are found on every continent except Antarctica. Map shows tropical rainforests in dark green and temperate rainforests in light green.
Rainforests are found on every continent except Antarctica. Map shows tropical rainforests in dark green and temperate rainforests in light green.

Credit: Ville Koistinen

Humans and animals rely on the rainforest to make the majority of Earth’s oxygen. One tree produces nearly 260 lbs. of oxygen each year, according to the Growing Air Foundation, and 1 hectare (2.47 acres) of rainforest may contain over 750 types of trees.

A tree uses carbon dioxide to grow. A living tree draws in and stores twice as much carbon dioxide than a fallen tree releases. But when the tree is cut down, it releases its stored carbon dioxide. For example, dead Amazonian trees emit an estimated 1.9 billion tons (1.7 billion metric tons) of carbon dioxide into the atmosphere each year, according to a study published in the journal Nature Communications in 2014. The same trees typically absorb about 2.2 billion tons (2 billion metric tons) of carbon dioxide. Carbon dioxide makes up around 82.2 percent of all U.S. greenhouse gas, according to the Environmental Protection Agency (EPA).

Out of the 6 million square miles (15 million square kilometers) of tropical rainforest that once existed worldwide, only 2.4 million square miles (6 million square km) remain, and only 50 percent, or 75 million square acres (30 million hectares), of temperate rainforests still exists, according to The Nature Conservancy. Ranching, mining, logging and agriculture are the main reasons for forest loss. Between 2000 and 2012, more than 720,000 square miles (2 million square km) of forests around the world were cut down — an area about the size of all the states east of the Mississippi River.

Deforestation around the world also decreases the global flow of water vapor from land by 4 percent, according to an article published by the journal National Academy of Sciences. Water constantly cycles through the atmosphere. It evaporates from the surface and rises, condensing into clouds. It is blown by the wind, and then falls back to Earth as rain or snow. In addition, water vapor is the most important greenhouse gas in the atmosphere, according to NASA. Even a slight change in the flow of water vapor can disrupt weather patterns and climates.

“Rainforests are under increasing threats for many reasons, including logging, clearing for crops or cattle, and conversion to commercial palm oil plantations,” Jonathan Losos, director of the Living Earth Collaborative and William H. Danforth Distinguished University Professor for the Department of Biology, at Washington University in St. Louis, told Live Science. “On top of that, the changing climate is having adverse effects on rainforest health. Last year was an especially bad one for the Amazon, with a substantial uptick in the rate of deforestation.”

On the other hand, Losos said, there are some glimmers of hope:

  • The two countries with the largest amount of rainforest – Indonesia and Brazil – have both acknowledged the importance of these forests and have taken innovative and aggressive efforts to halt deforestation.
  • There is a growing understanding that halting deforestation and reducing carbon dioxide (CO2) emissions are closely linked; new, large-scale efforts are under way to address both concerns.
  • While there is a continued decline in primary rainforests, a bright spot is the fact that in many tropical countries, there is an extensive regeneration of secondary forests, which are critical to supporting much of these countries’ biodiversity.

 

  • from:    https://www.livescience.com/63196-rainforest-facts.html

Russia To Quit Kyoto Protools?

Russia hints plans to quit Kyoto Protocol October 18, 2012 Russian Prime Minister Dmitry Medvedev Enlarge Russia on Thursday hinted that it may refuse to sign up to a new round of targeted carbon cuts that could see the Kyoto environmental protection treaty extended beyond its end of 2012 expiry date. “One has to admit that we never got any real commercial gain from the Kyoto Protocol,” news agencies quoted Prime Minister Dmitry Medvedev, pictured on October 12, as telling a government meeting. Russia on Thursday hinted that it may refuse to sign up to a new round of targeted carbon cuts that could see the Kyoto environmental protection treaty extended beyond its end of 2012 expiry date.
“One has to admit that we never got any real commercial gain from the Kyoto Protocol,” news agencies quoted Prime Minister Dmitry Medvedev as telling a government meeting. “That does not mean that we have to try and drag it (the treaty) out any further,” Medvedev added. European diplomats at the May G8 summit in France said that Russia along with Japan and Canada had confirmed plans not to join the second round of carbon cuts. Russia ratified the treaty in 2004. It has since argued that its terms harm developing nations. Medvedev noted that he had said on repeated occasions in the past that “if the world community fails to agree on Kyoto, we would wave it goodbye.” He said he was thinking of extending the treaty’s terms with EU nations alone. “But considering our uneasy relations with the European Union, I am not sure how likely this scenario will be,” he said. A range of EU nations are probing Russian energy natural gas giant Gazprom for price-fixing and other unfair practices under its new Energy Charter Treaty. Medvedev did not explain his reasoning beyond the mention of Russia’s failure to tap into the profits it could have earned had it sold other nations unused carbon emission credits from its domestic producers. (c) 2012 AFP

Read more at: http://phys.org/news/2012-10-russia-hints-kyoto-protocol.html#jCp