How AI Is Changing the Nature of Entry Level Work

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Entry-level jobs in the US have declined by 35% over the past 18 months due to AI automating routine tasks, but entry-level hires remain essential as they help organizations adopt AI more effectively and sustain talent pipelines. Rather than disappearing, entry-level roles are evolving to focus on judgment-based work, AI oversight, and insight generation, with companies needing to support new hires through structured training and pairing them with experienced colleagues to leverage their AI proficiency for a competitive advantage.

https://www.weforum.org/stories/2026/03/how-ai-is-changing-the-nature-of-entry-level-work/

The AI Skills Gap Is Here, Says AI Company, and Power Users Are Pulling Ahead

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Anthropic’s latest research shows that AI has not yet caused significant job displacement, though there are early signs of an emerging skills gap between power users and new adopters. The report highlights that those who effectively integrate AI into their work are pulling ahead, with adoption concentrated among higher-income, knowledge-based workers, suggesting potential widening inequalities as AI use expands.

https://techcrunch.com/2026/03/25/the-ai-skills-gap-is-here-says-ai-company-and-power-users-are-pulling-ahead/

A People-First Vision for the Future of Work in the Age of AI

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The article outlines a “people-first” vision for the future of work in the age of AI, emphasizing policies that protect and expand human roles in care-related professions, support retraining and workforce development, and promote cooperative AI system design involving workers, employers, and government. It highlights the current decline in job quality and worker autonomy, proposing institutional reforms and tripartite collaboration to ensure AI benefits society broadly rather than exacerbating inequality or job degradation.

https://www.brookings.edu/articles/a-people-first-vision-for-the-future-of-work-in-the-age-of-ai/

5 Workforce Metrics That Reveal If Your Business Growth Is Actually Sustainable

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The article emphasizes the importance of monitoring workforce metrics, particularly time and pay data, for business founders aiming for sustainable growth. Key indicators such as overtime, absenteeism, true employee costs beyond base pay, pay accuracy, and turnover rates reveal whether a company’s growth is manageable and financially sound.

https://www.entrepreneur.com/growing-a-business/5-workforce-metrics-every-growing-business-needs-to-track/502987

What the March 20 ‘National AI Legislative Framework’ Means for US Employers Right Now

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On March 20, 2026, the White House released a “National AI Legislative Framework” recommending Congress develop a unified federal AI law prioritizing innovation and preempting restrictive state laws without imposing immediate legal obligations on employers. Until such federal legislation is enacted, existing state and local AI regulations remain fully enforceable, requiring employers to navigate a complex multi-jurisdictional compliance landscape for AI use in employment decisions.

https://www.theemployerreport.com/2026/03/what-the-march-20-national-ai-legislative-framework-means-for-us-employers-right-now/

Why AI Policy Is Really a Workforce Question For Higher Education

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The article argues that debates about AI policy in higher education are fundamentally workforce issues, because AI is rapidly changing the skills students need and the types of jobs universities must prepare them for. Government policy, funding decisions, and institutional strategy will determine whether colleges can adapt programs, expand training, and close skill gaps fast enough. The article concludes that higher education must align AI policy with labor-market needs, redesign curricula, and build stronger links with employers to ensure graduates remain employable in an AI-driven economy. 

https://www.forbes.com/sites/avivalegatt/2026/03/24/why-ai-policy-is-really-a-workforce-question-for-higher-education/

‘AI Workforce Reset’: Why Job Losses Don’t Tell the Full Story for HR Leaders

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Australian HR leaders face a challenging paradox as AI-driven redundancies at major tech firms garner headlines, yet experts argue AI is reshaping rather than eliminating work, urging organizations to focus on upskilling and redesigning workforces for flexibility and psychological safety. HR specialists recommend shifting to skills-based hiring, promoting internal mobility, investing in targeted AI training, and fostering trust to manage workforce transitions effectively and turn the “AI workforce reset” into a strategic opportunity.

https://www.hcamag.com/au/specialisation/hr-technology/ai-workforce-reset-why-job-losses-dont-tell-the-full-story-for-hr-leaders/569556

I Was Laid Off by Amazon. Using AI and Vibe Coding Didn’t Save My Job — but I Learned an Important Lesson.

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Tejal Rives, an Amazon product marketer who upskilled in AI and vibe coding to try to protect her job during tech layoffs, was nonetheless laid off in October 2025 as part of a 14,000-person reduction. Although disappointed, she found value in learning prompt engineering, an important AI skill, and now focuses on her career coaching business while advising professionals to reskill in AI to adapt to the changing workforce.

https://www.businessinsider.com/laid-off-amazon-use-ai-protect-job-vibe-coding-lesson-2026-3

How AI Will Fundamentally Reshape Work in Labor Relations

Artificial intelligence (AI) is transforming labor relations by integrating into workflows, analytics, and decision-making processes that impact collective bargaining and workforce governance. While AI applications can enhance labor strategy, bargaining preparation, and employee engagement, they require robust governance frameworks with human oversight to manage risks related to compliance, surveillance concerns, and legal exposure under labor laws such as the National Labor Relations Act.

https://www.morganlewis.com/pubs/2026/03/how-ai-will-fundamentally-reshape-work-in-labor-relations

How a GW Professor Is Rethinking Business Education in the Age of AI

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George Washington University Business Professor Michael Tadesse is reshaping business education to prepare students for a workforce transformed by artificial intelligence (AI). By integrating real-world projects, industry expert insights, and emerging AI tools into his curriculum, Tadesse aims to equip students with an innovation mindset and practical skills that enable them to adapt, lead, and innovate in rapidly evolving job markets.

https://gwtoday.gwu.edu/how-gw-professor-rethinking-business-education-age-ai

Why I’m Not Worried About Running Out of Work in the Age of AI

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In the article “Why I’m Not Worried About Running Out of Work in the Age of AI,” Dave Kellogg argues that despite concerns about AI-driven job displacement, there will always be more work to do because technology frequently creates new opportunities rather than eliminating all jobs. He compares current AI disruption to past industrial changes, noting that knowledge workers possess transferable skills that make transitioning easier, and emphasizes that learning to work with AI as a tool is critical for future job security and business success.

https://kellblog.com/2026/03/19/why-im-not-worried-about-running-out-of-work-in-the-age-of-ai/

EnshittifAIcation

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In “EnshittifAIcation,” Stefano Marinelli describes his frustration with AI-driven customer support and automated systems that fail to understand or properly address technical issues, leading to wasted time and confusion. He highlights increasing botnet attacks on e-commerce servers, challenges with geo-blocking, and the misplaced confidence in AI recommendations that disregard expert human judgment, warning of the risks in over-relying on AI without human oversight.

https://it-notes.dragas.net/2026/03/20/enshittifaication/

What Are the Next Key Advancements in Robotics? Experts Explain

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After a decade of foundational breakthroughs, autonomous robots have successfully moved from controlled industrial environments like ports and factories into large-scale real-world operations, with experts at the World Economic Forum’s 2026 Annual Meeting asserting that the hardest technical advances are behind us. The next phase focuses on developing robots that can handle unstructured environments such as homes by improving manipulation, risk assessment, and contextual reasoning, which will enable robots to work safely and effectively alongside humans beyond predictable settings.

https://www.weforum.org/stories/2026/03/advances-in-autonomous-robotics-what-comes-next/

Larry Fink Warns Leaders on AI’s Workforce Impact

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BlackRock CEO Larry Fink warns that artificial intelligence is rapidly disrupting the workforce, potentially causing high unemployment among new college graduates due to shifts in demand for skills and roles. In response, BlackRock has launched a US$100 million Future Builders Initiative to connect workers with skilled trades training, addressing the growing need for skilled labor to support infrastructure modernization and AI-related industries.

https://businesschief.com/news/larry-fink-warns-leaders-on-ais-workforce-impact

Why an AI-augmented Workforce Will Still Need You

The article discusses how, despite initial fears about artificial intelligence, humans will continue to play a vital role in the workforce alongside AI. It emphasizes that AI enhances productivity by speeding up tasks but cannot replace the irreplaceable value of human judgment, signaling an era of AI-augmented work rather than one dominated by machines.

https://www.fastcompany.com/91510296/why-an-ai-augmented-workforce-will-still-need-you

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