Overview

The field studies how AI affects which tasks people do, how jobs and labor markets are organized, and how workers’ pay, skills, opportunities, and well-being change. Researchers use task and occupation taxonomies such as O*NET, job postings and workplace data, worker interviews and surveys, economic models, and benchmarks that compare automation with human-AI collaboration. Current evidence points to broad but uneven AI use, with effects depending on occupation, workplace practices, and whether systems assist workers or take over tasks; hiring audits also examine bias and changing evaluation practices. A central tension is that short-term productivity gains may come at the cost of worker expertise, job quality, or future capabilities, while exposure scores and benchmark results alone often cannot show what happens in real workplaces.

Latest papers

CardsList

95 papers9 papers in the last four weeks, up 13% on the four weeks before. 0.1% of all new papers.

  1. Healthcare AI for Automation or Allocation? A Transaction Cost Economics Framework

    Apr 8, 2026Ari ErcoleHealthcareAI and Labor

  2. The AI Skills Shift: Mapping Skill Obsolescence, Emergence, and Transition Pathways in the LLM Era

    Apr 8, 2026Rudra Jadhav, Janhavi DanveAI and LaborLLM Evaluation

  3. Generative-AI and the transformation of workforce. A job postings-driven analysis

    Apr 7, 2026Diana Maria Popa, Simona-Vasilica Oprea, Adela BâraAI and Labor

  4. FrontierFinance: A Long-Horizon Computer-Use Benchmark of Real-World Financial Tasks

    Apr 7, 2026Michael Krumdick, Varshini Reddy, Shivani Chaudhary +8Computer-Use Agent BenchmarksLLM Evaluation

  5. Measuring What Cannot Be Surveyed: LLMs as Instruments for Latent Cognitive Variables in Labor Economics

    Apr 2, 2026Cristian Espinal MayaAI and LaborLLM Reliability

  6. From Automation to Augmentation: A Framework for Designing Human-Centric Work Environments in Society 5.0

    Apr 1, 2026Cristian Espinal MayaHuman-Centered AIAI and Labor

  7. Not My Truce: Personality Differences in AI-Mediated Workplace Negotiation

    Apr 1, 2026Veda Duddu, Jash Rajesh Parekh, Andy Mao +4Human-AI InteractionAI and Labor

  8. Agentic AI and Occupational Displacement: A Multi-Regional Task Exposure Analysis of Emerging Labor Market Disruption

    Mar 31, 2026Ravish Gupta, Saket KumarAI and LaborAgentic AI

  9. Economics of Human and AI Collaboration: When is Partial Automation More Attractive than Full Automation?

    Mar 31, 2026Wensu Li, Atin Aboutorabi, Harry Lyu +4AI and LaborHuman-AI Collaboration

  10. "Oops! ChatGPT is Temporarily Unavailable!": A Diary Study on Knowledge Workers' Experiences of LLM Withdrawal

    Mar 27, 2026Eunseo Oh, Suyoun Lee, Jae Young Choi +2AI and LaborHuman-AI Interaction

  11. Where can AI be used? Insights from a deep ontology of work activities

    Mar 21, 2026Alice Cai, Iman YeckehZaare, Shuo Sun +6AI and LaborKnowledge Representation

  12. AI in Work-Based Learning: Understanding the Purposes and Effects of Intelligent Tools Among Student Interns

    Mar 20, 2026John Paul P. Miranda, Rhiziel P. Manalese, Sheila M. Geronimo +5AI in EducationGenerative AI in Education

  13. WorkRB: A Community-Driven Evaluation Framework for AI in the Work Domain

    Mar 17, 2026Matthias De Lange, Warre Veys, Federico Retyk +16AI and LaborRecommender Systems

  14. Gender Bias in Generative AI-assisted Recruitment Processes

    Mar 12, 2026Martina Ullasci, Marco Rondina, Riccardo Coppola +1AI and LaborGender Bias in Language Models

  15. Abundant Intelligence and Deficient Demand: A Macro-Financial Stress Test of Rapid AI Adoption

    Mar 10, 2026Xupeng ChenAI and LaborFinance

  16. "Better Ask for Forgiveness than Permission": Practices and Policies of AI Disclosure in Freelance Work

    Mar 8, 2026Angel Hsing-Chi Hwang, Senya Wong, Baixiao Chen +2AI Use DisclosureAI and Labor

  17. VietJobs: A Vietnamese Job Advertisement Dataset

    Mar 5, 2026Hieu Pham Dinh, Hung Nguyen Huy, Mo El-HajAI and LaborLow-Resource Language Processing

  18. When AI Levels the Playing Field: Skill Homogenization, Asset Concentration, and Two Regimes of Inequality

    Mar 5, 2026Xupeng Chen, Shuchen MengAI and Labor

  19. How Professional Visual Artists are Negotiating Generative AI in the Workplace

    Mar 4, 2026Harry H. Jiang, Jordan Taylor, William AgnewAI and LaborHuman-Centered AI

  20. Delegation and Verification Under AI

    Mar 3, 2026Lingxiao Huang, Wenyang Xiao, Nisheeth K. VishnoiHuman-in-the-Loop AIHuman-AI Decision Making

  21. Beyond the Resumé: A Rubric-Aware Automatic Interview System for Information Elicitation

    Mar 2, 2026Harry Stuart, Masahiro Kaneko, Timothy BaldwinOutput ElicitationAI and Labor

  22. How Well Does Agent Development Reflect Real-World Work?

    Mar 1, 2026Zora Zhiruo Wang, Sanidhya Vijayvargiya, Aspen Chen +7AI Agent BenchmarksAI and Labor

  23. The Headless Firm: How AI Reshapes Enterprise Boundaries

    Feb 24, 2026Tassilo Klein, Sebastian WieczorekAgentic AIAI and Labor