🇺🇸शैक्षणिक25 मार्च 2026
The AI Layoff Trap: Automation Arms Race
arXiv (Wharton)
Wharton arXiv paper: AI layoff trap — companies automate karne ki race mein collective action problem create kar rahi hain jo backfire ho sakta hai.
AI और श्रम नीति टाइमलाइन
दुनिया भर की सरकारें और संस्थान AI के नौकरियों पर प्रभाव को कैसे संबोधित कर रहे हैं, इसे ट्रैक करें।
जनवरी 2025 के बाद का डेटा
देश:
प्रकार:
मार्च 2026
🇺🇸कॉर्पोरेट24 मार्च 2026
Economic Index March 2026: Learning Curves
Anthropic
Anthropic Economic Index March 2026: 49% jobs mein 25%+ tasks AI se ho rahe hain. Learning curves dikhati hain ki early adopters aage nikal rahe hain.
🇺🇸कॉर्पोरेट22 मार्च 2026
How AI Is Transforming Work at Anthropic (Internal Data)
Anthropic
Anthropic internal data: engineers apne 59% kaam mein AI use karte hain. Actual usage patterns vs external estimates ka farq dikhata hai.
🇺🇸थिंक टैंक20 मार्च 2026
Building Pro-Worker AI
Brookings (Acemoglu, Autor, Johnson)
Acemoglu, Autor, Johnson (Brookings): teen leading economists ka argument — current AI development path workers ko harm karti hai.
🇺🇸शैक्षणिक20 मार्च 2026
AI Hiring Is Booming While Everything Else Stalls
Stanford HAI + Indeed
Stanford HAI + Indeed data: AI hiring surge kar rahi hai jabki non-AI hiring stall — two-track labor market ban raha hai.
🇺🇸मीडिया18 मार्च 2026
AI and the Entry-Level Job
Harvard Business Review + IBM
IBM ne entry-level hiring triple ki jabki competitors cut kar rahe the. Contrarian AI workforce strategy par HBR case study.
🇺🇸मीडिया18 मार्च 2026
How AI Is Changing the Labor Market
Dallas Federal Reserve + HBR
HBR + Dallas Fed synthesis: AI workers ko alag-alag channels se simultaneously help aur hurt karti hai — productivity vs displacement.
🇺🇸शैक्षणिक18 मार्च 2026
Gen AI Wont Make Your Employees Experts
Stanford + Harvard
Stanford-Harvard study: AI expertise gaps bridge nahi kar sakti. 8-month field study mein AI existing skill differences ko amplify karti hai.
🇺🇸सरकार17 मार्च 2026
AI and Young Workers: Employment Effects
Dallas Federal Reserve
Dallas Fed data: tech mein youth employment 2022 early se decline ho rahi hai — ChatGPT launch se months pehle se.
🇺🇸थिंक टैंक16 मार्च 2026
New Data Show No AI Jobs Apocalypse — For Now
Brookings Institution
Brookings 33-month analysis: AI se mass unemployment nahi aayi, lekin specific sectors mein warning signs dikh rahe hain.
🇺🇸थिंक टैंक15 मार्च 2026
Research on AI and the Labor Market Is Still in the First Inning
Brookings Institution
Brookings meta-analysis: AI labor research abhi shuruat mein hai — zyada tar claims evidence se aage hain.
🇺🇸मीडिया15 मार्च 2026
Karpathy AI Job Exposure Score for Every US Job
Andrej Karpathy / Fortune
Karpathy (ex-OpenAI) ne har US job ko AI exposure ke liye score kiya. White-collar professionals sabse zyada vulnerable.
🌍अंतर्राष्ट्रीय15 मार्च 2026
World Employment and Social Outlook: Trends 2026
ILO
ILO flagship report: global unemployment 186M, AI productivity gains ke bawajood job recovery nahi ho rahi. 408M logon ke paas adequate work nahi.
🇺🇸थिंक टैंक15 मार्च 2026
AI Labor Displacement and the Limits of Worker Retraining
Brookings Institution
Brookings ne historical retraining programs ka analysis kiya — displaced workers ke liye success rates limited hain.
🌍अंतर्राष्ट्रीय15 मार्च 2026
Generative AI and Jobs: Refined Global Index of Occupational Exposure
ILO
ILO refined index 138 countries: occupational segregation patterns ke karan women ko 2x automation risk.
🇺🇸थिंक टैंक10 मार्च 2026
Measuring US Workers Capacity to Adapt to AI-Driven Job Displacement
Brookings Institution
Brookings: 6.1M US workers high AI exposure lekin adapt karne ki capacity low — structural vulnerability mapping.
🇺🇸थिंक टैंक5 मार्च 2026
AI and Young-Adult Jobs: The Real Mystery
Economic Innovation Group
EIG study: AI-youth-jobs narrative ko challenge karti hai — employment decline ke non-AI causes hain jaise post-pandemic corrections.
🇮🇳कॉर्पोरेट1 मार्च 2026
India Brief: Economic Index
Anthropic
Anthropic India Brief: duniya ka 2nd largest AI user base lekin per-capita adoption mein 101st — scale vs depth gap.
फ़रवरी 2026
🇺🇸कॉर्पोरेट28 फ़र॰ 2026
February 2026 Job Cuts Report
Challenger, Gray & Christmas
Challenger report: Jan-Feb 2026 mein 12,304 AI-related job cuts, hiring plans 56% year-over-year gire.
🇺🇸मीडिया20 फ़र॰ 2026
AI Doesnt Reduce Work — It Intensifies It
Harvard Business Review
HBR 8-month field study: AI workload reduce karne ki jagah work intensity badha rahi hai — productivity paradox.
🇺🇸थिंक टैंक15 फ़र॰ 2026
Is Generative AI a Job Killer? Evidence From the Freelance Market
Brookings Institution
Brookings freelance market study: high-skilled freelancers ko AI se sabse zyada hit — low-skill displacement narrative ko contradict karta hai.
🇺🇸शैक्षणिक1 फ़र॰ 2026
Payrolls to Prompts: Firms Replacing Labor With AI
arXiv (Payrolls to Prompts)
arXiv study: companies freelance budgets se har dollar cut ke liye AI par sirf 3 cents kharch kar rahi hain — substitution incomplete hai.
जनवरी 2026
🌍शैक्षणिक28 जन॰ 2026
Graph-Based Analysis of AI-Driven Labor Market Transitions
arXiv
Analyzes 9,978 Egyptian job postings using knowledge graphs. Finds 20.9% of jobs face high automation risk, but only 24.4% of at-risk workers have viable transition pathways. 75.6% face structural barriers requiring comprehensive reskilling, not incremental upskilling. Process-oriented skills appear in 15.6% of feasible transitions.
🇺🇸मीडिया20 जन॰ 2026
Companies Are Laying Off Workers Because of AIs Potential, Not Performance
Harvard Business Review
HBR analysis: CEOs AI potential ke basis par layoff kar rahe hain, demonstrated performance par nahi. 50 mein se sirf 1 AI investment transformative.
🇺🇸कॉर्पोरेट15 जन॰ 2026
Anthropic Economic Index: January 2026
Anthropic
Anthropic Economic Index: actual AI productivity gain 1.0% hai, headline 1.8% nahi — zyada tar usage augmentation hai, automation nahi.
🇺🇸शैक्षणिक10 जन॰ 2026
AI-Exposed Jobs Deteriorated Before ChatGPT
University of Pittsburgh + RAND
Pittsburgh/RAND study 10.5M LinkedIn profiles: AI-exposed jobs ChatGPT launch se 8-10 months pehle se deteriorate hone lage the.
दिसंबर 2025
🌍कॉर्पोरेट15 दिस॰ 2025
AI Jobs Barometer 2025
PwC
PwC barometer: AI-exposed jobs mein 4x productivity gains aur non-exposed roles ke comparison mein 56% wage premium.
🇺🇸सरकार1 दिस॰ 2025
Incorporating AI Impacts in BLS Employment Projections 2024-34
Bureau of Labor Statistics
BLS ne pehli baar 2024-34 official employment projections mein AI impacts ko incorporate kiya — methodology shift.
जून 2025
🇺🇸शैक्षणिक1 जून 2025
AI Index Report 2025
Stanford HAI
Stanford HAI AI Index 2025: countries ke beech AI adoption rates vs unemployment trends ka comprehensive cross-country analysis.
मार्च 2025
🇺🇸शैक्षणिक24 मार्च 2025
Augmenting or Automating Labor? The Dual Impact of AI on Jobs and Wages
arXiv
Studies 2015-2022 US data using instrumental variables. Finds automation AI negatively impacts new work, employment, and wages in low-skilled occupations, while augmentation AI fosters new work and raises wages for high-skilled occupations. Concludes AI may accelerate existing wage inequality.