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on generative artificial intelligence, states are trying to help workers beef up their tech skills before they become outdated and get outfoxed by machines that are becoming increasingly smarter.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."



Google Says to Build New Subsea Cables from India in AI Push

A logo of Google is on display at Bharat Mandapam, one of the venues for AI Impact Summit, in New Delhi, India, February 17, 2026. REUTERS/Bhawika Chhabra
A logo of Google is on display at Bharat Mandapam, one of the venues for AI Impact Summit, in New Delhi, India, February 17, 2026. REUTERS/Bhawika Chhabra
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Google Says to Build New Subsea Cables from India in AI Push

A logo of Google is on display at Bharat Mandapam, one of the venues for AI Impact Summit, in New Delhi, India, February 17, 2026. REUTERS/Bhawika Chhabra
A logo of Google is on display at Bharat Mandapam, one of the venues for AI Impact Summit, in New Delhi, India, February 17, 2026. REUTERS/Bhawika Chhabra

Google announced Wednesday it would build new subsea cables from India and other locations as part of its existing $15 billion investment in the South Asian nation, which is hosting a major artificial intelligence summit this week.

The US tech giant said it would build "three subsea paths connecting India to Singapore, South Africa, and Australia; and four strategic fiber-optic routes that bolster network resilience and capacity between the United States, India, and multiple locations across the Southern Hemisphere".


Mark Zuckerberg Set to Testify in Watershed Social Media Trial 

Meta's CEO Mark Zuckerberg testifies during the Senate Judiciary Committee hearing on online child sexual exploitation at the US Capitol in Washington, US, January 31, 2024. (Reuters)
Meta's CEO Mark Zuckerberg testifies during the Senate Judiciary Committee hearing on online child sexual exploitation at the US Capitol in Washington, US, January 31, 2024. (Reuters)
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Mark Zuckerberg Set to Testify in Watershed Social Media Trial 

Meta's CEO Mark Zuckerberg testifies during the Senate Judiciary Committee hearing on online child sexual exploitation at the US Capitol in Washington, US, January 31, 2024. (Reuters)
Meta's CEO Mark Zuckerberg testifies during the Senate Judiciary Committee hearing on online child sexual exploitation at the US Capitol in Washington, US, January 31, 2024. (Reuters)

Mark Zuckerberg will testify in an unprecedented social media trial that questions whether Meta's platforms deliberately addict and harm children.

Meta's CEO is expected to answer tough questions on Wednesday from attorneys representing a now 20-year-old woman identified by the initials KGM, who claims her early use of social media addicted her to the technology and exacerbated depression and suicidal thoughts. Meta Platforms and Google’s YouTube are the two remaining defendants in the case, which TikTok and Snap have settled.

Zuckerberg has testified in other trials and answered questions from Congress about youth safety on Meta's platforms, and he apologized to families at that hearing whose lives had been upended by tragedies they believed were because of social media.

This trial, though, marks the first time Zuckerberg will answer similar questions in front of a jury. and, again, bereaved parents are expected to be in the limited courtroom seats available to the public.

The case, along with two others, has been selected as a bellwether trial, meaning its outcome could impact how thousands of similar lawsuits against social media companies would play out.

A Meta spokesperson said the company strongly disagrees with the allegations in the lawsuit and said they are “confident the evidence will show our longstanding commitment to supporting young people.”

One of Meta's attorneys, Paul Schmidt, said in his opening statement that the company is not disputing that KGM experienced mental health struggles, but rather that Instagram played a substantial factor in those struggles.

He pointed to medical records that showed a turbulent home life, and both he and an attorney representing YouTube argue she turned to their platforms as a coping mechanism or a means of escaping her mental health struggles.

Zuckerberg's testimony comes a week after that of Adam Mosseri, the head of Meta's Instagram, who said in the courtroom that he disagrees with the idea that people can be clinically addicted to social media platforms.

Mosseri maintained that Instagram works hard to protect young people using the service, and said it's “not good for the company, over the long run, to make decisions that profit for us but are poor for people’s well-being."

Much of Mosseri's questioning from the plaintiff's lawyer, Mark Lanier, centered on cosmetic filters on Instagram that changed people’s appearance — a topic that Lanier is sure to revisit with Zuckerberg.

He is also expected to face questions about Instagram’s algorithm, the infinite nature of Meta’ feeds and other features the plaintiffs argue are designed to get users hooked.


US Tech Giant Nvidia Announces India Deals at AI Summit

FILED - 04 February 2026, Bavaria, Munich: The NVIDIA logo is seen during a press conference at the opening of Telekom and NVIDIA's AI factory "Industrial AI Cloud". Photo: Sven Hoppe/dpa
FILED - 04 February 2026, Bavaria, Munich: The NVIDIA logo is seen during a press conference at the opening of Telekom and NVIDIA's AI factory "Industrial AI Cloud". Photo: Sven Hoppe/dpa
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US Tech Giant Nvidia Announces India Deals at AI Summit

FILED - 04 February 2026, Bavaria, Munich: The NVIDIA logo is seen during a press conference at the opening of Telekom and NVIDIA's AI factory "Industrial AI Cloud". Photo: Sven Hoppe/dpa
FILED - 04 February 2026, Bavaria, Munich: The NVIDIA logo is seen during a press conference at the opening of Telekom and NVIDIA's AI factory "Industrial AI Cloud". Photo: Sven Hoppe/dpa

US artificial intelligence chip titan Nvidia unveiled tie-ups with Indian computing firms on Wednesday as tech companies rushed to announce deals and investments at a global AI conference in New Delhi.

This week's AI Impact Summit is the fourth annual gathering to discuss how to govern the fast-evolving technology -- and also an opportunity to "define India's leadership in the AI decade ahead", organizers say.

Mumbai cloud and data center provider L&T said it was teaming up with Nvidia, the world's most valuable company, to build what it touted as "India's largest gigawatt-scale AI factory".

"We are laying the foundation for world-class AI infrastructure that will power India's growth," said Nvidia boss Jensen Huang in a statement that did not put a figure on the investment.

L&T said it would use Nvidia's powerful processors, which can train and run generative AI tech, to provide data center capacity of up to 30 megawatts in Chennai and 40 megawatts in Mumbai.

Nvidia said it was also working with other Indian AI infrastructure players such as Yotta, which will deploy more than 20,000 top-end Nvidia Blackwell processors as part of a $2 billion investment.

Dozens of world leaders and ministerial delegations have come to India for the summit to discuss the opportunities and threats, from job losses to misinformation, that AI poses.

Last year India leapt to third place -- overtaking South Korea and Japan -- in an annual global ranking of AI competitiveness calculated by Stanford University researchers.

But despite plans for large-scale infrastructure and grand ambitions for innovation, experts say the country has a long way to go before it can rival the United States and China.

The conference has also brought a flurry of deals, with IT minister Ashwini Vaishnaw saying Tuesday that India expects more than $200 billion in investments over the next two years, including roughly $90 billion already committed.

Separately, India's Adani Group said Tuesday it plans to invest $100 billion by 2035 to develop "hyperscale AI-ready data centers", a boost to New Delhi's push to become a global AI hub.

Microsoft said it was investing $50 billion this decade to boost AI adoption in developing countries, while US artificial intelligence startup Anthropic and Indian IT giant Infosys said they would work together to build AI agents for the telecoms industry.

Nvidia's Huang is not attending the AI summit but other top US tech figures joining include OpenAI's Sam Altman, Google DeepMind's Demis Hassabis and Microsoft founder Bill Gates.

Indian Prime Minister Narendra Modi and other world leaders including French President Emmanuel Macron and Brazil's Luiz Inacio Lula da Silva are expected to deliver a statement at the end of the week about how they plan to address concerns raised by AI technology.

But experts say that the broad focus of the event and vague promises made at previous global AI summits in France, South Korea and Britain mean that concrete commitments are unlikely.

Nick Patience, practice lead for AI at tech research group Futurum, told AFP that nonbinding declarations could still "set the tone for what acceptable AI governance looks like".

But "the largest AI companies deploy capabilities at a pace that makes 18-month legislative cycles look glacial," Patience said.

"So it's a case of whether governments can converge fast enough to create meaningful guardrails before de facto standards are set by the companies themselves."