Metaverse
AI isn’t really stealing jobs yet. That doesn’t mean we’re ready for it. – Crypto News
Recent college graduates are unique—and not in a good way.
Unlike preceding generations, graduates aged 22-27 have a higher unemployment rate than the total working-age population. The prevailing hypothesis, of course, blames the rise of generative AI.
The problem with that alarmist narrative is that data doesn’t back it up. AI isn’t stealing new grads’ jobs—yet. That should be a relief, because America’s unemployment system isn’t ready for the disruptions that would come if it did.
Recent graduates’ unemployment rates have been drifting in the wrong direction since the 2010s, long before generative AI models hit the market. And many occupations with moderate to high exposure to AI disruptions are actually faring better over the past few years.
According to recent data for young workers, there has been employment growth in roles typically filled by those with college degrees related to computer systems, accounting and auditing, and market research. AI-intensive sectors like finance and insurance have also seen rising employment of new graduates in recent years.
Since ChatGPT’s release, sectors in which more than 10% of firms report using AI and sectors in which fewer than 10% reporting using AI are hiring relatively the same number of recent grads. It is true that employment for new graduates has fallen in sectors that use AI hyper-intensively, such as management, scientific, and technical consulting services. But plenty of low AI-use sectors have experienced similar hiring declines. So the data is mixed—and there is no clear link yet between higher AI use and worse outcomes for young workers.
A more pressing question is what will happen if and when that link does materialize. Extreme estimates project unemployment would rise to 20%. More modest (and realistic) projections say millions of American workers could be displaced over the next decade.
I don’t believe we are ready for either situation—or any major employment shock for that matter.
The U.S. unemployment system is riddled with systematic issues. During the Covid-19 pandemic, fraudsters siphoned off an estimated $135 billion from state and temporary federal unemployment programs. Years later, the average state still misses federal benchmarks for unemployment benefit payment timeliness and accuracy. Workers are forced to wait too many weeks before getting cash benefits and re-employment services. Meanwhile, 16% of benefit payments contained errors in 2024. These should be flashing warning signs for the next economic upheaval—whether it be driven by AI, a geopolitical shock, or any other unpredictable economic event.
Two fixes stand out.
First, we must correct how unemployment administration is financed. Since the early 2000s, the federal dollars that state unemployment agencies rely on to run their operations have shrunk by about one-third when adjusted for inflation. And the specific amounts provided to states change unpredictably year to year. This seesaw in funding makes it nearly impossible to plan hiring or invest in better fraud detection tools. Both the Department of Labor and Government Accountability Office know this. They have identified declining funding and “funding uncertainties” as a “historical issue” plaguing state agencies.
In fact, hundreds of millions of dollars earmarked for the administration of benefits tend to be repurposed each year—not because states don’t need the money—but as a result of a strict federal cap on the size of the federal administrative fund where the program resources are kept. Once the cap is hit, excess cash is shifted into a separate account for emergency benefits, leaving states without resources intended for program management.
This has real consequences. In the four years before the onset of the pandemic, nearly $5 billion that could have upgraded systems, hired field experts, and improved fraud controls was swept away. As a result, states entered the Covid-19 crisis with one hand tied behind their backs. The same dynamic could play out again.
We must also adjust how unemployment eligibility is verified. Before issuing benefits, state unemployment agencies need to know why a claimant left their job. But agencies generally question claimants’ employers after they file a claim—opening the door to long delays and mistaken payments. Response deadlines vary by state, and employers often answer late or not at all.
It would be a mistake to solely blame employers for these errors. The Department of Labor estimates that three-quarters of overpayments can’t be caught by agency procedures. They have found, however, that changing how employer information is gathered would reduce errors. A simple change—collecting separation information at the moment employees leave—could reduce payment mistakes by about 20% and speed up approvals. Congress should work to make that the standard.
If and when AI displaces workers, recent graduates and many others will feel pain. They should be able to trust that their transition between jobs will be smooth. That isn’t a reliable bet right now.
Without reforms to the unemployment insurance system, workers will be stuck between a rock and a hard place.
Guest commentaries like this one are written by authors outside the Barron’s newsroom. They reflect the perspective and opinions of the authors. Submit feedback and commentary pitches to ideas@barrons.com.
-
others1 week ago
CoinGape Announces Winners of the Web3 Innovation Awards 2026 – Crypto News
-
others1 week ago
CoinGape Announces Winners of the Web3 Innovation Awards 2026 – Crypto News
-
Technology1 week agoWill iPhone 17 Pro Max cost nearly ₹2 lakh in India? Leak suggests so – Crypto News
-
others1 week ago
CoinGape Announces Winners of the Web3 Innovation Awards 2026 – Crypto News
-
others1 week agoMichael Saylor’s Strategy Boosts US Dollar Reserves, Unveils ‘Bitcoin Monetization Program’ – Crypto News
-
others1 week ago
CoinGape Announces Winners of the Web3 Innovation Awards 2026 – Crypto News
-
Technology7 days agoOppo Reno 16, Reno 16c launched in India: Check price, specs and more – Crypto News
-
Technology7 days agoOppo Reno 16, Reno 16c launched in India: Check price, specs and more – Crypto News
-
others7 days agoBybit Card Launches in Peru: Seamless Spending with Up to 120 USDT in Rewards – Crypto News
-
De-fi1 week agoPump.fun’s PUMP Buybacks Top $400M as Token Stays Flat – Crypto News
-
Business1 week ago
SpaceX Stock in Focus as Citadel Securities Flags Major AI Risk – Crypto News
-
others1 week ago
Ripple Is “Planting Seeds” For Global XRP Adoption After CLARITY Act, Says Expert – Crypto News
-
Cryptocurrency1 week agoCircle CEO says Open USD must break USDC’s network effect before its 140 backers matter – Crypto News
-
Blockchain1 week agoUSDC And Bitcoin Lead $850 Million Exchange Outflow Wave – Crypto News
-
Technology7 days ago
Cathie Wood’s ARK Buys $17.8M In Circle Stock As Price Crashes 13% – Crypto News
-
Technology7 days agoOppo Reno 16, Reno 16c launched in India: Check price, specs and more – Crypto News
-
Business7 days ago
XRP Ledger Hit By Fake OUSD Stablecoin Scam, Community Issues Alert – Crypto News
-
De-fi1 week agoJPMorgan’s Kinexys Blockchain Hits $4 Trillion, Adds Five APAC Currencies – Crypto News
-
Business1 week ago
Breaking: Coinbase Announces New Partnership To Boost EU Stablecoin Payments After MiCA License – Crypto News
-
others1 week agoWhen Will Bitcoin and Crypto Winter End? Fidelity Details Five Historical Catalysts – Crypto News
-
others1 week ago
Bitcoin Price Prediction as Oil Climbs Above $70 Amid Doubts Over US-Iran Qatar Talks – Crypto News
-
Cryptocurrency1 week agoTrump Discloses Over $1.2 Billion in Crypto Earnings, $50M in Bitcoin Holdings – Crypto News
-
Business1 week ago
Breaking: Citigroup Cuts Bitcoin and Ethereum Price Targets – Crypto News
-
Business1 week ago
Breaking: Citigroup Cuts Bitcoin and Ethereum Price Targets – Crypto News
-
others1 week agoCrypto Strategist Details Bullish Scenario for Solana, Says SOL In ‘Absolutely Massive Spot’ – Here’s His Outlook – Crypto News
-
Cryptocurrency7 days agoFrance’s crypto kidnapping surge exposes the personal data trail behind wrench attacks – Crypto News
-
Cryptocurrency7 days agoHow tokenized stocks fail as collateral even when the stock price does not move – Crypto News
-
Blockchain6 days agoUS Accounts for 96% of Global Bitcoin ATM Reductions in First Half of 2026 – Crypto News
-
Cryptocurrency6 days agoVenice’s $65M raise makes VVV holders ask how much of Venice’s growth reaches the token – Crypto News
-
others1 week ago
Has Bitcoin Bottomed? Grayscale Spotlights Impact of CLARITY Act, Fed Decision – Crypto News
-
others1 week agoAnalyst Rekt Capital Issues Bitcoin Price Warning As BTC Faces Key Test At $60,000 – Crypto News
-
Technology1 week agoSamsung Galaxy M47 5G launched in India with 6,000mAh battery, 50MP OIS camera – Crypto News
-
others1 week ago
Ripple CEO Brad Garlinghouse Blames Michael Saylor’s Strategy for Crypto Market Slump – Crypto News
-
Business1 week ago
Breaking: Coinbase Announces New Partnership To Boost EU Stablecoin Payments After MiCA License – Crypto News
-
Business1 week ago
Breaking: Coinbase Announces New Partnership To Boost EU Stablecoin Payments After MiCA License – Crypto News
-
others1 week ago
Sharplink Buys 10K ETH as Ethereum Closes Three Straight Quarters in Red – Crypto News
-
De-fi1 week ago
Magic Eden, Founders Sued by $ME Buyers Over Broken ‘Utility’ Promises – Crypto News
-
Technology1 week ago
Why the Crypto.com Card Is Winning the Crypto Card Race – Crypto News
-
De-fi1 week agoLighter to Burn Repurchased LIT, Fund Staking from Ecosystem Reserve – Crypto News
-
others1 week ago
What’s to Expect for BTC, ETH, XRP, and BNB Prices Ahead of EU MiCA’s Tomorrow Deadline? – Crypto News
-
Business1 week ago
Breaking: Citigroup Cuts Bitcoin and Ethereum Price Targets – Crypto News
-
Technology1 week ago
Breaking: Citigroup Cuts Bitcoin and Ethereum Price Targets – Crypto News
-
Cryptocurrency1 week agoTaiwan’s new crypto law gives banks the first real stablecoin advantage – Crypto News
-
Business1 week ago
CoinGape Announces Winners of the Web3 Innovation Awards 2026 – Crypto News
-
others7 days agoBillion-Dollar Lender Suffers Data Breach, Warns ‘Unauthorized Threat Actor’ Launched Ransomware Attack – Crypto News
-
Business7 days ago
Gold and Silver Price Prediction as US Nonfarm Payrolls Rise Again – Crypto News
-
Cryptocurrency7 days agoTether freezes 134 ISIS terror wallets as stablecoins now sit inside the sanctions machine – Crypto News
-
Blockchain6 days agoIs Bitcoin Heading for $65K? Sharplink Buys $16M ETH. Market Moves. – Crypto News
-
Cryptocurrency6 days agoMystery owner challenges the $200B ‘lost’ Satoshi Bitcoin claim in New York court – Crypto News
-
Business6 days ago
Cantor Delays Adam Back’s $4B Bitcoin Treasury SPAC Merger Again – Crypto News
