Need to Know Briefing | March 9: February's Surprise Job Loss, Pay Misinformation, and AI Anxiety Has a New Name

February's jobs report was worse than expected.

Hiring "unexpectedly plunged" in February. The U.S. economy lost 92,000 jobs—a swing of more than 150,000 from what economists had predicted. Bloomberg called it one of the largest single-month declines since the pandemic, and described it as a report that "calls into question whether the labor market is actually steadying after the worst year for hiring outside of a recession in decades."

Unemployment edged up to 4.4% from 4.3% in January. The number of long-term unemployed—those out of work for 27 weeks or more—reached 1.9 million, up from 1.5 million a year ago and accounting for 25.3% of all unemployed workers. Job losses were concentrated in health care (down 28,000, due to strike activity), information services (down 11,000), and transportation and warehousing (down 11,000). Federal government employment continued to decline, losing 10,000 additional roles.

Revisions to prior months added more context: December's report was revised down by 65,000—from a gain of 48,000 to a loss of 17,000—and January's report was revised down by 4,000. Average hourly earnings rose $0.15 to $37.32, and the labor force participation rate held at 62.0%. Read more via Bureau of Labor Statistics, CNN, Bloomberg

ADP's National Employment Report told a more optimistic story: the private sector added 63,000 jobs in February, with the biggest gains in education and health services (+58,000) and construction (+19,000). But the pay picture is complicated. For job-stayers, pay growth held at 4.5% year-over-year. For job-changers, it slowed to 6.3%—what ADP called a "record low" pay premium for switching jobs. Read more via ADP

A separate report from Challenger, Gray & Christmas offered a silver lining: U.S. employers announced 55% fewer job cuts in February compared to January, with 48,307 cuts announced—72% lower than February 2025. AI was cited as the reason for approximately 10% of February's cuts. Hiring plans, while up 140% from January, remain 63% lower than a year ago. Read more via Challenger, Gray & Christmas

Employers are navigating new complexity from the Middle East conflict.

Following the U.S.-Israel joint military operation launched on February 28 and Iran's subsequent retaliations, major employers have been contending with stranded workers, suspended travel routes, and urgent safety planning. JPMorgan, Goldman Sachs, and Citigroup instructed employees in the region to work from home. Major law firms with Middle East operations began preparing evacuation plans. FedEx implemented business continuity contingencies. The pharma sector is managing both workforce safety and medicines access in affected neighboring countries. Corporate travel teams have been scrambling as major airlines suspended or curtailed regional flights and multiple governments issued Do Not Travel advisories. Read more via Reuters, Business Insider, The New York Times

Pay misinformation is becoming a real operational problem.

Payscale's 2026 Compensation Best Practices Report surfaced a challenge most HR leaders will recognize immediately: 51% of organizations say their top compensation challenge is balancing employee pay expectations with financial limits—and 40% say misinformation from unverified salary sources is actively driving unfair pay perceptions. The response? 49% of organizations are targeting organization-wide or public pay transparency in 2026, up from roughly one-third that said the same last year.

The AI dynamic is adding another layer. 61% of employers have updated existing roles to include AI-related skills or competencies, but 55% are not adjusting compensation for those skills. Payscale put it plainly: "AI proficiency is becoming an expectation without added compensation." 30% of organizations said they are already replacing roles with AI or seriously considering it.

On the raise strategy front, 44% of organizations are considering "peanut butter" pay increases—across-the-board, evenly spread raises—while 48% say they'll continue tying increases to performance. Payscale predicts 2026 will be the year compensation becomes an executive-level business priority tied to measurable outcomes. Read more via Payscale

On a related note, a record 6% of American workers took hardship withdrawals from their 401(k) plans in 2025, according to Vanguard Group—up from 4.8% in 2024 and more than double the pre-pandemic average of about 2%. The primary reasons cited: avoiding foreclosure or eviction, and paying medical expenses. Read more via The Wall Street Journal

Americans are starting businesses at near-pandemic rates.

In January 2026, 532,319 new-business applications were filed across the U.S.—36.8% more than a year earlier and nearly matching the pandemic peak of 546,719 in July 2020. LinkedIn reports a 69% increase in users identifying as "founders." The Wall Street Journal describes American workers as increasingly in "founder mode," driven by a combination of low job security, AI-related anxieties, and the declining perceived risk of going out on your own when traditional employment feels similarly uncertain. Read more via The Wall Street Journal

AI Roundup.

Burger King is rolling out an AI chatbot for workers. An OpenAI-powered chatbot named "Patty" is currently being piloted in 500 locations. Operating via voice headset, it aims to simplify workflow, flag menu availability, and help workers recall limited-time offer ingredients. (Convenience.org)

An internal AI agent built by two engineers is now used by thousands. OpenAI built an internal data agent in three months with just two engineers. Thousands of employees now use it daily to pull charts, run analyses, and answer business questions in plain English. (VentureBeat)

Why AI pilots stall. Most companies' AI pilots fail not because the technology underperforms, but because they skipped building a clean, centralized data foundation before scaling. The recommended fix: treat data infrastructure and AI experimentation as parallel workstreams, not sequential ones. (Fast Company)

Tech workers push back on military AI contracts. Workers at Google and OpenAI circulated letters demanding stricter limits on military AI use following news that the Pentagon blacklisted Anthropic for refusing to allow its technology to be used for mass surveillance or autonomous weapons. The letter gained nearly 900 signatures after the U.S. launched strikes on Iran. (CNBC)

Global Snapshot.

Australia: Victoria, the country's second-most-populous state, is considering legislation that would give workers a legal right to work from home two days per week beginning next year. The plan is divisive—over 75% of Australians say they'd want higher wages to return to full-time in-office work, and business owners are calling the proposal economically damaging. (Semafor)

Germany: Manufacturing PMI climbed to 50.9 in February—the first expansion reading since June 2022—driven by increases in output and new orders. (Reuters)

Japan: Unemployment rose slightly in January to 2.7%, above expectations, while wage growth has stalled at a 1.2% annual increase following a brief spike in late 2025. (VTMarkets)

This week's Spotlight: AI Replacement Dysfunction.

The anxiety workers feel about AI isn't new—but it now has a clinical name. University of Florida researchers have coined "AI Replacement Dysfunction" (AIRD) to describe the psychological stress linked to fear of AI-related job displacement. Documented symptoms include anxiety, insomnia, paranoia, loss of identity, feelings of worthlessness, resentment, and hopelessness.

The data behind the anxiety is real: 71% of Americans fear AI will put too many people out of work permanently, according to a Reuters poll. One-third of U.S. workers believe AI will lead to fewer job opportunities for them long-term, per Pew Research Center. Among Gen Z workers, 20% are deeply worried AI will displace them within two years. Entry-level workers in the most AI-exposed occupations have already seen a 13% relative decline in employment, according to Stanford's Digital Economy Lab.

The labor organizing angle is gaining momentum alongside the anxiety. In 2025, 16.5 million workers were covered by a union contract—the highest level since 2009—and the Economic Policy Institute estimates more than 50 million workers wanted union representation but couldn't access it. Labor experts say young workers facing AI threats combined with flat wages are creating conditions ripe for broader working-class organizing.

Meanwhile, a new MIT study found that despite widespread AI deployment, only 19% of agentic AI systems disclose a formal safety policy and fewer than 10% report external safety evaluations—even as these systems can access files, send emails, make purchases, and modify documents with limited human oversight.

For employers, the imperative is clear: act empathetically when communicating about AI adoption, prioritize upskilling that shows workers how their roles can evolve, and create incentives for knowledge-sharing rather than the knowledge-hoarding that fear tends to produce. Read more via University of Florida, Reuters, MIT AI Agent Index

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The Need to Know Briefing is published weekly by Kelly, curating the most important workforce and hiring insights for HR leaders and hiring managers.