As AI Gains a Workplace Foothold, States are Trying to Make Sure Workers Don't Get Left Behind

Figurines with computers and smartphones are seen in front of the words "Artificial Intelligence AI" in this illustration taken, February 19, 2024. (Reuters)
Figurines with computers and smartphones are seen in front of the words "Artificial Intelligence AI" in this illustration taken, February 19, 2024. (Reuters)
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As AI Gains a Workplace Foothold, States are Trying to Make Sure Workers Don't Get Left Behind

Figurines with computers and smartphones are seen in front of the words "Artificial Intelligence AI" in this illustration taken, February 19, 2024. (Reuters)
Figurines with computers and smartphones are seen in front of the words "Artificial Intelligence AI" in this illustration taken, February 19, 2024. (Reuters)

With many jobs expected to eventually rely on generative artificial intelligence, states are trying to help workers beef up their tech skills before they become outdated and get outfoxed by machines that are becoming increasingly smarter.
Connecticut is working to create what proponents believe will be the country's first Citizens AI Academy, a free online repository of curated classes that users can take to learn basic skills or obtain a certificate needed for employment, The Associated Press said.
“This is a rapidly evolving area," said state Democratic Sen. James Maroney. "So we need to all learn what are the best sources for staying current. How can we update our skills? Who can be trusted sources?”
Determining what skills are necessary in an AI world can be a challenge for state legislators given the fast-moving nature of the technology and differing opinions about what approach is best.
Gregory LaBlanc, professor of Finance, Strategy and Law at the Haas School of Business at Berkeley Law School in California, says workers should be taught how to use and manage generative AI rather than how the technology works, partly because computers will soon be better able to perform certain tasks previously performed by humans.
“What we need is to lean into things that complement AI as opposed to learning to be really bad imitators of AI," he said. “We need to figure out what is AI not good at and then teach those things. And those things are generally things like creativity, empathy, high level problem solving.”
He said historically people have not needed to understand technological advancements in order for them to succeed.
“When electricity came along, we didn’t tell everybody that they needed to become electrical engineers,” LeBlanc said.
This year, at least four states — Connecticut, California, Mississippi and Maryland — proposed legislation that attempted to deal with AI in the classroom somehow. They ranged from Connecticut's planned AI Academy, which was originally included in a wide-ranging AI regulation bill that failed but the concept is still being developed by state education officials, to proposed working groups that examine how AI can be incorporated safely in public schools. Such a bill died in the Mississippi legislature while the others remain in flux.
One bill in California would require a state working group to consider incorporating AI literacy skills into math, science, history and social science curriculums.
“AI has the potential to positively impact the way we live, but only if we know how to use it, and use it responsibly,” said the bill's author, Assemblymember Marc Berman, in a statement. “No matter their future profession, we must ensure that all students understand basic AI principles and applications, that they have the skills to recognize when AI is employed, and are aware of AI’s implications, limitations, and ethical considerations."
The bill is backed by the California Chamber of Commerce. CalChamber Policy Advocate Ronak Daylami said in a statement that incorporating information into existing school curricula will “dispel the stigma and mystique of the technology, not only helping students become more discerning and intentional users and consumers of AI, but also better positioning future generations of workers to succeed in an AI-driven workforce and hopefully inspiring the next generation of computer scientists.”
While Connecticut's planned AI Academy is expected to offer certificates to people who complete certain skills programs that might be needed for careers, Maroney said the academy will also include the basics, from digital literacy to how to pose questions to a chatbot.
He said it's important for people to have the skills to understand, evaluate and effectively interact with AI technologies, whether it’s a chatbot or machines that learn to identify problems and make decisions that mimic human decision-making.
“Most jobs are going to require some form of literacy,” Maroney said. “I think that if you aren’t learning how to use it, you’ll be at a disadvantage."
A September 2023 study released by the job-search company Indeed found all US jobs listed on the platform had skills that could be performed or augmented by generative AI. Nearly 20% of the jobs were considered “highly exposed,” which means the technology is considered good or excellent at 80% or more of the skills that were mentioned in the Indeed job listings.
Nearly 46% of the jobs on the platform were “moderately exposed,” which means the GenAI can perform 50% to 80% of the skills.
Maroney said he is concerned how that skills gap — coupled with a lack of access to high-speed internet, computers and smart phones in some underserved communities — will exacerbate the inequity problem.
A report released in February from McKinsey and Company, a global management consulting firm, projected that generative AI could increase household wealth in the US by nearly $500 billion by 2045, but it would also increase the wealth gap between Black and white households by $43 billion annually.
Advocates have been working for years to narrow the nation’s digital skills gap, often focusing on the basics of computer literacy and improving access to reliable internet and devices, especially for people living in urban and rural areas. The advent of AI brings additional challenges to that task, said Marvin Venay, chief external affairs and advocacy officer for the Massachusetts-based organization Bring Tech Home.
“Education must be included in order for this to really take off publicly ... in a manner which is going to give people the ability to eliminate their barriers,” he said of AI. “And it has to be able to explain to the most common individual why it is not only a useful tool, but why this tool will be something that can be trusted.”
Tesha Tramontano-Kelly, executive director of the Connecticut-based group CfAL for Digital Inclusion, said she worries lawmakers are “putting the cart before the horse” when it comes to talking about AI training. Ninety percent of the youths and adults who use her organization's free digital literacy classes don't have a computer in the home.
While Connecticut is considered technologically advanced compared to many other states and nearly every household can get internet service, a recent state digital equity study found only about three-quarters subscribe to broadband. A survey conducted as part of the study found 47% of respondents find it somewhat or very difficult to afford internet service.
Of residents who reported household income at or below 150% of the federal poverty level, 32% don't own a computer and 13% don't own any internet enabled device.
Tramontano-Kelly said ensuring the internet is accessible and technology equipment is affordable are important first steps.
“So teaching people about AI is super important. I 100% agree with this,” she said. “But the conversation also needs to be about everything else that goes along with AI."



AI to Track Icebergs Adrift at Sea in Boon for Science

© Jonathan NACKSTRAND / AFP
© Jonathan NACKSTRAND / AFP
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AI to Track Icebergs Adrift at Sea in Boon for Science

© Jonathan NACKSTRAND / AFP
© Jonathan NACKSTRAND / AFP

British scientists said Thursday that a world-first AI tool to catalogue and track icebergs as they break apart into smaller chunks could fill a "major blind spot" in predicting climate change.

Icebergs release enormous volumes of freshwater when they melt on the open water, affecting global climate patterns and altering ocean currents and ecosystems, reported AFP.

But scientists have long struggled to keep track of these floating behemoths once they break into thousands of smaller chunks, their fate and impact on the climate largely lost to the seas.

To fill in the gap, the British Antarctic Survey has developed an AI system that automatically identifies and names individual icebergs at birth and tracks their sometimes decades-long journey to a watery grave.

Using satellite images, the tool captures the distinct shape of icebergs as they break off -- or calve -- from glaciers and ice sheets on land.

As they disintegrate over time, the machine performs a giant puzzle problem, linking the smaller "child" fragments back to the "parent" and creating detailed family trees never before possible at this scale.

It represents a huge improvement on existing methods, where scientists pore over satellite images to visually identify and track only the largest icebergs one by one.

The AI system, which was tested using satellite observations over Greenland, provides "vital new information" for scientists and improves predictions about the future climate, said the British Antarctic Survey.

Knowing where these giant slabs of freshwater were melting into the ocean was especially crucial with ice loss expected to increase in a warming world, it added.

"What's exciting is that this finally gives us the observations we've been missing," Ben Evans, a machine learning expert at the British Antarctic Survey, said in a statement.

"We've gone from tracking a few famous icebergs to building full family trees. For the first time, we can see where each fragment came from, where it goes and why that matters for the climate."

This use of AI could also be adapted to aid safe passage for navigators through treacherous polar regions littered by icebergs.

Iceberg calving is a natural process. But scientists say the rate at which they were being lost from Antarctica is increasing, probably because of human-induced climate change.

 


AMD Predicts Weaker First-Quarter Sales, Shares Plunge on Nvidia Comparisons

An AMD logo and a computer motherboard appear in this illustration created on August 25, 2025. (Reuters)
An AMD logo and a computer motherboard appear in this illustration created on August 25, 2025. (Reuters)
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AMD Predicts Weaker First-Quarter Sales, Shares Plunge on Nvidia Comparisons

An AMD logo and a computer motherboard appear in this illustration created on August 25, 2025. (Reuters)
An AMD logo and a computer motherboard appear in this illustration created on August 25, 2025. (Reuters)

Advanced Micro Devices on Tuesday forecast a slight decline in quarterly revenue, raising concerns about whether it ​can effectively challenge Nvidia in the booming AI market and sending its shares tumbling 8% in after-hours trade.

The lackluster prediction comes despite an unexpected boost from sales of certain artificial intelligence chips to China, which began in the last quarter after the Trump administration approved a license for orders that AMD received in early 2025.

And without those sales to China which generated $390 million, AMD's data-center segment would have missed estimates for the fourth quarter.

AMD said it expects revenue of about $9.8 billion this quarter, plus or minus $300 million. That's down from $10.27 billion in the fourth-quarter which was up 34% year-on-year and ahead of LSEG ‌estimates for $9.67 billion.

PALES ‌NEXT TO NVIDIA

Though AMD is seen as one of the ‌few ⁠contenders ​that can seriously ‌challenge Nvidia, investors noted the stark contrast between the two companies' performances. AMD expects an adjusted gross margin of 55% this quarter. Nvidia has said it expects adjusted gross margin in the mid-70% range during its fiscal 2027.

"The expectations for large blowout quarters for AI-related hardware companies have skewed what the market is looking for," said Bob O'Donnell, president of TECHnalysis Research.

The forecast for the current first quarter includes $100 million from sales to China, where the situation remains "dynamic," AMD CEO Lisa Su said on a conference call with investors.

The US government ⁠has placed restrictions on the exports of advanced chips to China, but AMD received licenses to sell modified versions of its MI300 series ‌of AI chips there. Its MI308 chip competes with Nvidia's H20 ‍chip in China.

OPENAI SALES

AMD has accelerated its ‍product launches and is moving into selling full AI systems to better compete against Nvidia, which now ‍provides "rack-scale" systems that combine GPUs, CPUs and networking gear.

Last year, it entered into a multi-year deal to supply AI chips to ChatGPT-owner OpenAI, which would bring in tens of billions of dollars in annual revenue and give the startup the option to buy up to roughly 10% of the chipmaker.

Su reiterated on Tuesday that the company ​expects sales of a new flagship AI server to OpenAI and others to rise rapidly in the second half of this year, saying a global memory-chip crunch will not ⁠slow its plans.

"I do not believe that we will be supply-limited in terms of the ramp that we put in place," Su said.

BEYOND OPENAI

As Big Tech and governments across the globe double down on investing in AI hardware, shares in Santa Clara, California-based AMD have doubled since the start of 2025, outperforming a 60% bump in the broader chip index.

But analysts remain concerned that AMD's success remains tied to a handful of customers that rivals such as Nvidia could try to poach. Reuters reported this week that Nvidia made a $20 billion move to hire most of chip startup Groq's founders after OpenAI held chip supply discussions with the startup.

"Growth appears concentrated in large deployments and specific regions, and China shipments are significant enough to influence a quarter," said eMarketer analyst Gadjo Sevilla.

Revenue in AMD's key data-center segment grew 39% to $5.38 billion in the ‌fourth quarter. But excluding sales of the MI308, which is a data-center chip, that revenue would have been $4.99 billion, below estimates of $5.07 billion.


Switch 2 Sales Boost Nintendo Results but Chip Shortage Looms

This photo taken on November 4, 2025 shows a woman taking photos of a Super Mario figure at the Nintendo Tokyo store in Tokyo. (AFP)
This photo taken on November 4, 2025 shows a woman taking photos of a Super Mario figure at the Nintendo Tokyo store in Tokyo. (AFP)
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Switch 2 Sales Boost Nintendo Results but Chip Shortage Looms

This photo taken on November 4, 2025 shows a woman taking photos of a Super Mario figure at the Nintendo Tokyo store in Tokyo. (AFP)
This photo taken on November 4, 2025 shows a woman taking photos of a Super Mario figure at the Nintendo Tokyo store in Tokyo. (AFP)

The runaway success of the Switch 2 console drove up Nintendo's net profit by more than 50 percent in the nine months to December, the Japanese video game giant said Tuesday.

But a global memory chip shortage, created by frenzied demand for artificial intelligence hardware, could push up manufacturing costs.

The Switch 2 became the world's fastest-selling games console after launching to a fan frenzy last summer.

It is the successor to the original Switch, which soared in popularity during the pandemic when games such as "Animal Crossing" struck a chord during long lockdowns.

Both are hybrid devices that can be connected to a TV or used on-the-go.

In April-December, net profit jumped 51.3 percent year-on-year to 358.9 billion yen ($2.3 billion), and revenue nearly doubled on-year to 1.9 trillion yen, Nintendo said.

But the firm kept its annual unit sales target for the Switch 2 steady at 19 million, and also held its full-year net profit forecast of 350 billion yen.

"Nintendo Switch 2 got off to a good start following its launch on June 5 and unit sales continued to grow through the holiday season," the company said.

Nearly 17.4 million Switch 2 devices were sold in the nine-month period, it added.

"Maintaining momentum is certainly a big focus for Nintendo," Krysta Yang of the Nintendo-focused Kit and Krysta Podcast told AFP.

A lack of heavy-hitting first-party new games for the Switch 2 in coming months risks hindering growth, although third-party titles such as "Resident Evil Requiem" should help fill the gap, she said.

Nintendo said Tuesday it planned to release "Mario Tennis Fever" this month and "Pokemon Pokopia" in March.

While the firm is diversifying into hit movies and theme parks, consoles remain the core of its business.

The Switch 1 has now sold 155.37 million units -- overtaking the Nintendo DS console to be its best-selling hardware of all time.

But soaring prices for memory chips, used in gaming consoles as well as phones, laptops and other electronics, will likely be a headwind for the company.

Their prices have been pushed up as chipmakers focus on producing the advanced memory chips in huge demand to power AI data centers.

"Nintendo and other console manufacturers are publicly keeping quiet about the impact of the shortage," gaming industry consultant Serkan Toto told AFP.

But "users can forget the past when consoles always became cheaper in tandem with component costs falling over time", with price hikes potentially on the way in 2026, he said.

Yang said she thought a price increase for the Switch 2 "is not out of the question" but added that Nintendo "would likely exhaust all other options" before doing so.