Resource allocation distribution and consumption
OkGo!
OkGo!
Meta and OpenAI have been offering multimillion-dollar pay packages to top talent, hoping to lure the best researchers and engineers away from their competitors. But there’s another dimension of the AI talent wars that has garnered far less attention: the massive shortage of electricians, plumbers, and heating and cooling technicians in the US who can build the physical data centers that power AI.
The Bureau of Labor Statistics estimates that between 2024 and 2034, there will be a shortage of roughly 81,000 electricians on average each year in the US, measured in terms of unfilled jobs. The BLS projects the number of employed electricians to grow 9 percent over the next decade, “much faster than the average for all occupations.” One McKinsey study came to a more dire conclusion: Between 2023 and 2030, it estimates that an additional 130,000 trained electricians—as well as 240,000 construction laborers and 150,000 construction supervisors—would be needed in the US.
The move is the latest sign that officials are focused on leveling the playing field for investors and ensuring market stability after stocks rallied to multi-year highs this month. Regulators tightened rules on margin trading earlier this week in a bid to cool leveraged bets. They have also scrutinized some ETF trades by foreign market makers.
wowFutures exchanges have made preliminary plans to add two milliseconds of latency to any servers that connect from third-party computer rooms, two of the people said. It’s not clear if other exchanges are considering the same approach.
After decades of delay, the politically explosive deal still must clear one final hurdle: ratification by the European Parliament.
At the root of the solar supply chain are makers of polysilicon, the purified silicon substrate base of panels. Oversupply of this product has caused prices and profits to collapse. The Chinese government has tried to get supply under control by pushing the strongest polysilicon firms to form a cartel and squeeze out lesser players who refuse to exit the market. But so far, this seems to be a long shot.
Wild economic stuffAs the oversupply of Chinese panels has spilled into the international market, the bizarre dynamics have spread with them. Just as in Shandong Province, negative prices for electricity have also become common in Germany, thanks to Chinese panels. Or take Pakistan. Around 2022, a global spike in natural gas prices made the Pakistani electrical grid even more expensive and less reliable than usual. But instead of just suffering or firing up diesel generators, millions of Pakistanis installed solar panels to free themselves from the grid. The country imported so many Chinese solar panels that the grid as a whole began to fall into what is called a death spiral. Customers started opting out, leaving the grid to charge ever higher prices, which led even more people to flee, and so on.
But today, as Peck notes, the top 20% of earners account for a staggering 59% of consumer spending. Yes, this is the K-shaped economy, where the rich are doing better and better while the poor are doing worse and worse. The rich have become so rich, in fact, that their spending alone can make it appear as if the entire economy is great, even as the majority of people are finding that suddenly the costs of basic staples like housing and food are getting harder and harder to bear and dollar stores warn that more and more people are going without.
Things feel so hopeless that at a recent Mississippi Farm Bureau Federation meeting, a group representing farmers, participants floated the idea of a government program that would pay producers to destroy the harvested rice sitting in their bins. A similar program was put in place during the 1980s farm crisis, when the Agriculture Department paid farmers to idle land and reduce huge surpluses of crops.
Elon Musk has predicted that Optimus could cost less than $20,000–$30,000 in the long term, eventually becoming a common household, as well as industrial, assistant.
Bamboozled said:
Tesla cuts car models in shift to robots and AI
https://www.bbc.com/news/articles/c620177qdg5oElon Musk has predicted that Optimus could cost less than $20,000–$30,000 in the long term, eventually becoming a common household, as well as industrial, assistant.
The dollar continues to sink — but is that a good thing for the U.S. economy?
President Trump seems to think so. On Tuesday, he said he welcomed the decline. Compared against a basket of major foreign currencies, the dollar is now the weakest it has been in four years.
"I think it's great," Trump said on Tuesday when addressing reporters. "Look at the business we're doing. The dollar's doing great."
Sooo.... who are we supposed to believe?Just a day after Trump's remarks about the dollar, Treasury Secretary Scott Bessent went on CNBC to say that the U.S. hasn't wavered in its commitment to a strong dollar, while also defending the president's economic policies and saying they wouldn't undermine confidence in America.
The "U.S. always has a strong dollar policy," Bessent said.
"But a strong dollar policy means setting the right fundamentals," he added. "If we have sound policies, the money will flow in."
myusername said:
Hard Times in the Delta as Farmers Consider Letting Crops Rot
Prices for nearly every major U.S. crop are below what it costs to grow them. But a drop in rice prices means another blow to farmers in Mississippi’s agricultural belt.
https://www.nytimes.com/2026/01/25/business/mississippi-delta-farmers-rice-prices.html?unlocked_article_code=1.HFA.c8ES.hyZEgAv3PGAXThings feel so hopeless that at a recent Mississippi Farm Bureau Federation meeting, a group representing farmers, participants floated the idea of a government program that would pay producers to destroy the harvested rice sitting in their bins. A similar program was put in place during the 1980s farm crisis, when the Agriculture Department paid farmers to idle land and reduce huge surpluses of crops.
A last hoorah for the intervention is expected in the coming days, and those keen to participate in the potato party are urged to keep a close eye on the organisers’ website for the next drops.
There are, in theory, about 3,200 tonnes (3,200,000kg or 7,056,000lbs) still up for grabs.
Every year since 1994, when data collection began, immigrants have paid more in taxes than they received in benefits from the federal, state, and local governments. The fiscal benefits have continued to rise, reaching their highest level ever in 2023.
Space Cat said:
All my money is in buttcoin.
I didn't know that "the risk of traumatic injury or death" was a concern for UBI.A new study that followed a major cash transfer program in Alaska for 11 years challenges those concerns. The research found no evidence that direct cash payments raise the risk of traumatic injury or death.
What’s happening? ECB President Christine Lagarde told Irish radio that Europe needs its own digital payment system “urgently,” warning that virtually all European card and mobile payments currently run through non-European infrastructure controlled by Visa, Mastercard, PayPal or Alipay. Days later, on 2 February, the European Payments Initiative (EPI) and the EuroPA Alliance signed a landmark agreement to build a pan-European interoperable payment network covering 130 million users across 13 countries. The system, built around the digital wallet Wero, aims to let Europeans pay and transfer money across borders without touching a single American network.
Sargent: Right. And that’s the core of the scam. Can I just try to boil this down? Essentially what Navarro admitted here is that if you actually take an immigrant out of the country, it doesn’t necessarily leave a job for a native-born American.
Krugman: That’s right. He’s admitting that slowing down immigration means, actually, lower job creation, and more or less one-for-one, implicitly. He was saying that for every immigrant worker we don’t attract to the United States or don’t allow into the United States, we lose a job. That’s kind of obvious, but also completely shocking to hear it from a Trump administration official.
Trump wins this roundFollowing years of investments into EV technology, the Detroit Big Three—General Motors, Ford Motor and Jeep-maker Stellantis have announced more than $50 billion in combined write-downs.
EV sales fell more than 30% in the fourth quarter, after a $7,500 federal tax credit that had juiced U.S. sales expired in September. Demand cratered for the highest-profile EVs, from Tesla’s Cybertruck to Ford’s much-hyped electric pickup. Automakers expect demand to remain muted.
According to New York Fed data, the 90-plus-day mortgage delinquency rate for families in the lowest-income bracket jumped from 0.5 percent in 2021 to nearly 3 percent by the end of 2025. Meanwhile, folks in the highest-income areas are doing just fine, maintaining “historically lower delinquency rates.”
Related:myusername said:
Detroit automakers take $50 billion hit as EV bubble bursts
It doesn't eliminate vehicle stop-start systems, it eliminates the manufacturers' carbon credits.UPDATE 2/12/26, 3:20 p.m.: The Trump administration has announced that it's repealing an Obama-era policy, effectively erasing the 2009 Endangerment Finding, which found that climate change caused by greenhouse gases is harmful to Americans and the environment. The move also eliminates off-cycle credits and vehicle stop-start systems.
Trump wins this round?It lowers France’s 2035 target for installed offshore wind capacity to 15 GW from 18 GW the government had submitted for consultation in 2024.
The target for onshore wind capacity drops to 35-40 GW from the 45 GW previously communicated.
Solar capacity will be 55-80 GW by 2035, the report added, down from a previous forecast of 75-100 GW. The law calls for France to consume 60 percent of its own energy from decarbonised electricity by 2030, shifting from 60 percent of energy from fossil fuels currently, and up to 70 percent from decarbonised electricity by 2035.