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Answers to FAQs about AI data centers, including water, energy usage

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Answers to FAQs about AI data centers, including water, energy usage



The rapid development of artificial intelligence is sparking the development of data centers that provide computing power for the technology. Water usage and energy consumption are among the concerns.

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The Journal Sentinel asked readers to send us their questions about Wisconsin data centers. More than 300 responded.

We will be posting the answers to those questions here over the next weeks as more are published. This story will also be updated with a video replay of our Feb. 23 town hall meeting. You can still get free tickets to the event, which will be held from 5 to 7 p.m. at the Turner Hall ballroom in Milwaukee.

We are we just hearing about the AI data centers now?

There are a few reasons why data centers have become so high profile across the country in the last few years — and in Wisconsin over the last year, especially. Much of the data center boom we’re seeing now is tied to the scale of computing needed to advance AI.

For one, the infrastructure needed for AI is much larger and more resource intensive than the existing data centers we’ve had for decades. That scale unlocks new cost-benefit analyses for the communities they’re proposed in, which often makes them much more controversial and often ignites community-wide, even region-wide discussions.

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This is playing out across the country. Still, Wisconsin is not at the forefront of this data center buildout with 51. Virginia (570) has the most data centers in the country, followed by Texas (407) and California (288). And so when people are trying to figure out what a new data center proposal means for their community, they’re reading about how data centers are affecting other states. 

How much land is being devoted to artificial intelligence data centers?

The answer depends on the project. In Wisconsin, the newer facilities range from 16 acres (the Meta site in Beaver Dam) to 250 acres (as proposed in Janesville) to 1,900 acres (the Vantage project in Port Washington). Those examples are a pretty good sample of what we’re seeing across the country. Most AI‑focused hyperscale data center campuses today are being planned on roughly 200–500 acres, with some of the headline projects at 1,000–2,000 acres.

For context, 16 acres is about 12 football fields. And 250 acres is comparable to one or to two large 18‑hole golf courses, a big regional shopping center plus its parking lot or a mid-sized university campus, like Northwestern University in Chicago. The University of Wisconsin–Madison’s main campus is around 1,000 acres, which is about the size of the Village of Shorewood.

Data centers also require land for supporting infrastructure

However, there’s a bit more complexity embedded into the original question. Data center sites themselves are a starting point for this conversation, but there’s a lot of additional infrastructure and land needed beyond those sites. Powering such facilities typically requires new energy generation in the form of new power plants and transmission lines, which also need land.

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For instance, the first phase of construction in Port Washington, which will be used by OpenAI and Oracle, is 672 acres and requires about 1.3 gigawatts of electricity (one gigawatt equals one billion watts.) That could equate to the output of about one or two big modern power plants, or a few mid-sized facilities. And utility infrastructure isn’t just about power plants. Data centers also often need power lines to move the energy across the grid from the plant to the warehouse, if they aren’t built on-site. For example, there’s a transmission line project proposed to bring power to the Port Washington facility that spans across five counties in eastern Wisconsin and would be between 100 and 120 miles long.

With newer technology, why is so much water and power needed?

To answer requires a brief explanation of how artificial intelligence works. In the past, data centers were used to power the internet and for cloud storage, software and business records management.

AI requires a vast amount of data and computing power to perform numerous computations and to train chatbots and build enterprise tools for companies. The scale is higher than the amount of computing and data storage, requiring vast warehouses of interconnected computers and servers running around the clock. This requires a lot more power, typically at least 1 GW per data center campus.

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That equipment generates heat and needs to be cooled, which also requires additional power — and water. Proponents point to the use of closed loop cooling systems in the Port Washington and Mount Pleasant projects which use considerably less water than previous coolant systems.

What are the life spans of data centers? How soon will they be obsolete?

Generally, data centers are designed to operate for around 10 to 20 years before they need major upgrade or full replacement, but different components have a range of life cycles. Like with most commercial buildings, the underlying building shell can last much longer that 20 year, but the internal systems, including specialized IT gear and power and cooling systems, are typically designed for 10-20 of use before they start to become “obsolete.”

However, the servers, which contain the chips that store and process data, have a much shorter lifecycle and are typically replaced every 3 to 5, though they can often function 7–10 years with good maintenance. There are several reasons for that. The frontiers of chip technology are constantly evolving and so using the newest hardware usually provides higher performance and energy efficiency, which reduces the risks of system failure.



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High Point vs. Wisconsin – First round NCAA tournament extended highlights

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High Point vs. Wisconsin – First round NCAA tournament extended highlights


Men’s Basketball

March 19, 2026

High Point vs. Wisconsin – First round NCAA tournament extended highlights

March 19, 2026

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Watch the highlights from No. 12 High Point and No. 5 Wisconsin’s matchup in the first round of the 2026 men’s NCAA tournament.



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Wisconsin lawmakers look to join the ranks of states allowing online sports betting

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Wisconsin lawmakers look to join the ranks of states allowing online sports betting


MADISON (AP) — As sports fans wager billions of dollars on the NCAA basketball tournaments, Wisconsin lawmakers are taking a shot at an expanded sports betting plan that could bank big bucks for the state in the future.

A measure given final approval Tuesday would let the state’s tribal gambling sites start offering online sports betting to people anywhere in Wisconsin. But the bill is contingent on the signature of Democratic Gov. Tony Evers, which is no sure bet. And it wouldn’t take effect until after the state negotiates new deals with American Indian tribes who would run the sports betting — long after the current basketball tournaments wrap up.

Here’s how Wisconsin and other states are approaching sports betting:

Sports betting is booming in states

Legal sports betting has spread from one state — Nevada — to 39 states and Washington, D.C., since the U.S. Supreme Court opened the door in 2018. If Evers signs off on the expansion, Wisconsin would become the 32nd state to allow online sports wagering, which is how most people place bets.

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Across the U.S., state-regulated sportsbooks handled nearly $167 billion of bets last year, generating revenues of nearly $17 billion after winnings were paid out to customers, according to the American Gaming Association. That marked an almost 23% increase over the previous year.

Gambling in Wisconsin goes through tribes

Gambling is legal in Wisconsin only on tribal lands under exclusive contracts between tribes and the state. Sports bets currently can be placed only at certain tribal casinos, and online sports betting is illegal.

Under the Wisconsin tribal compacts, a percentage of the money tribes earn through that gambling is returned to the state. In 2024, the tribes paid the state just over $66 million from revenue generated at casinos.

Wisconsin proposes to follow the Florida model

Under the Wisconsin legislation, online sports betting would be allowed only if the infrastructure to manage the bets, such as computer servers, is located on tribal lands in the state. That approach, known as the “hub-and-spoke” model, already is used in Florida.

Supporters of the measure include several Wisconsin tribes and the Milwaukee Brewers. They contend people currently are placing bets using offshore sportsbooks or prediction markets or crossing into other states where it’s legal, including neighboring Illinois.

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Republican Wisconsin Assembly Speaker Robin Vos said he opposes online gambling, but people are already doing it and “I would rather make sure that Wisconsinites have some sort of control over that.”

The legislation has drawn opposition from the Sports Betting Alliance, which represents FanDuel, DraftKings, bet365, BetMGM and Fanatics. They argue it wouldn’t make financial sense for them to partner with Wisconsin tribes, because federal law requires 60% of gambling revenues must go back to the tribes. They would prefer a state constitutional amendment opening sports betting to all operators.

“It is simply not economically feasible for a commercial operator to hand over 60% or more of its revenue to an in-state gaming entity, just for the right to operate in the state,” Sports Betting Alliance representative Damon Stewart said in submitted testimony opposing the bill.

Governor’s support is unclear

Wisconsin’s measure has divided Republicans since it was introduced last year. It took 12 Democrats joining with nine Republicans to pass the bill in the Senate. The Assembly, also controlled by Republicans, passed it on a voice vote without debate last month.

It now heads to Evers, who initially said he would sign it as long as it was passed in consultation with — and the support of — the state’s tribes. Evers has since raised concerns, noting last month that not all of the state’s 11 tribes are registered as in support. Evers’ spokesperson Britt Cudaback did not return a message seeking comment Tuesday.

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Revenues from sports bets can take a while to start flowing

If Evers signs the legislation, Wisconsin residents may still have to wait to place bets through smartphones and computers. It often takes months to launch new sports betting programs.

North Carolina’s governor signed legislation in June 2023 to expand sports betting from three tribal casinos to online platforms. But online betting did not begin until March 2024.

Missouri voters narrowly approved sports wagering in November 2024. But it didn’t launch until last December. And the state has yet to reap a big windfall. Through the first two months, Missouri sportsbooks handled $928 million of bets, but that resulted in just $659,000 in state taxes.

Some states look to squeeze more out of sports bets

Since adopting sports betting, some states already have revamped their laws to try to take a bigger share of the money. Taxes have been raised or restructured in Illinois, Louisiana, Maryland, New Jersey, Ohio, Tennessee and Washington, D.C. And Colorado and Virginia have pared back the tax deductions they originally allowed.

Illinois has taken multiple bites, most recently adding fees of 25-50 cents on every sports bet that gets placed. And Chicago began charging an additional 10.25% tax on sports betting revenues on Jan. 1.

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Louisiana raised is sports betting taxes last year to help fund college athletics. The new law directs one-quarter of the tax revenue from online sports wagering to be split among public universities with Division I football programs and be used “for the benefit of student athletes.”

Collegiate prop bets face push back

Sports betting often involves more than just guessing which team will win. Some of the most popular bets focus on player performance, like how many points a particular athlete will score. Those proposition bets also have been at the center of recent scandals, with players alleged to have rigged their performance.

The NCAA in 2023 began encouraging states to adopt restrictions on bets involving college athletes. Since then, Louisiana, Maryland, Ohio and Vermont have joined the ranks of states banning individual prop bets on college athletes.

More than a dozen states place no limits on collegiate prop bets while nearly an equal number prohibit all such bets. Other states fall somewhere in between, including some that allow prop bets on collegiate athletes only for games that don’t involve their home-state schools.

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Lieb reported from Jefferson City, Missouri.



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Poll results show Wisconsin reaching Sweet 16 of NCAA Tournament

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Poll results show Wisconsin reaching Sweet 16 of NCAA Tournament


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The Wisconsin Badgers are set to meet High Point in the men’s NCAA Tournament on Thursday, March 19. Will the Badgers advance? How far can UW go overall?

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Earlier this week we asked readers to vote how deep of a run Wisconsin will make in the tournament. Here are the results:

Wisconsin will reach the Sweet 16

More than half of the respondents to our poll, or 56% of the 238 votes cast, predict the Badgers will make it to the Sweet 16. It would mark Wisconsin’s first trip to the final 16 since 2017, when it lost to Florida, 84-83.

What about an early exit?

About 18% of voters believe Wisconsin will bow out in one of the first two rounds, with 4.6% predicting a loss in the first game to High Point, and 13% envisioning a loss in the following round of 32.

Wisconsin as NCAA champions

Wisconsin will be crowned the NCAA champion on April 6 according to 4.6% of our voters, which ironically, is the exact percentage of voters who believe the Badgers will lose their first-round game to High Point.

15% of voters see Wisconsin’s season concluding in the Elite Eight, and 5% see UW reaching the Final Four before the run ends. 1.3% believe UW will reach the NCAA championship game but miss out on the crown.

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