Stanford economist Erik Brynjolfsson and researchers at the Stanford Digital Economy Lab have concluded that an AI-driven 'job apocalypse' is unlikely, despite impacts on entry-level jobs, according t…
Stanford's Digital Economy Lab found that employment for 22-to-25-year-olds in AI-exposed jobs fell 16 percent relative to others, while a survey of about 1,000 hiring managers showed 31 percent raise…
A Stanford Digital Economy Lab study by Erik Brynjolfsson, Bharat Chandar, and Ruyu Chen finds that early-career workers in AI-exposed occupations experienced a 16% relative employment decline, but th…
The Stanford Digital Economy Lab's 2026 update to its 'Canaries in the Coal Mine?' report finds that the employment gap between entry-level workers in AI-exposed professions and their peers in less ex…
Stanford economist Erik Brynjolfsson said on the Dream Machines podcast that AI's tendency to work better at larger scales could lead to a 'winner take most' outcome, as companies raise hundreds of bi…
A 2026 survey of 2,000 students found that 69% worry about finding a job after graduation due to AI replacing human tasks, while a spring 2026 survey of 2,515 parents of college students reported that…
An AI agent session can consume 50,000–200,000 tokens, compared to a few hundred to a couple thousand for a chat turn, with multi-agent jobs exceeding one million tokens, according to illustrative ran…
A Stanford Digital Economy Lab working paper analyzing ADP payroll data for millions of U.S. workers through June 2026 finds no evidence of economy-wide job displacement from generative AI, but employ…
McKinsey's July 2026 report warns that AI is absorbing entry-level tasks like research and data cleanup, dismantling the traditional apprenticeship model and widening the gap between junior and senior…
Employment data from the Stanford Digital Economy Lab's 'Canaries in the Coal Mine' study shows that hiring for 22-to-25-year-olds in AI-exposed occupations like software development has fallen roughl…
India's largest IT services firm, Tata Consultancy Services (TCS), added over 9,000 employees in its strongest quarterly hiring in nearly four years, just 12 months after cutting 12,000 jobs, highligh…
Employment for software developers aged 22 to 25 fell nearly 20% from its late-2022 peak, while workers 30 and older in the same AI-exposed fields grew 6–12%, according to a Stanford Digital Economy L…
A Stanford Digital Economy Lab study by Erik Brynjolfsson, Bharat Chandar, and Ruyu Chen found that employment among workers aged 22 to 25 in the most AI-exposed occupations in the U.S. fell by 13% si…
Entry-level data engineering jobs have collapsed 67% since generative AI went mainstream, with only 3% of postings explicitly for juniors in 2026, according to an analysis of 6,877 active roles. Stanf…
An open letter organized by the Stanford Digital Economy Lab warns that artificial intelligence may drive an economic transformation larger than the Industrial Revolution, but four in five signatories…
Employment among US software developers aged 22 to 25 has fallen by more than 20% since November 2022, when OpenAI released ChatGPT, while employment among older developers has grown, according to dat…
Young women are falling behind young men in the entry-level job market, but artificial intelligence is not the main driver, according to new data from the Stanford Digital Economy Lab and ADP Research…
Software developer employment among US workers aged 22 to 25 fell nearly 20% by September 2025 compared to late-2022 levels, according to research from the Stanford Digital Economy Lab, coinciding wit…
Hamza Tahir of ZenML highlighted at an AI Engineer conference that most agent costs come from waiting—on tools, humans, or retries—not from inference. A peer-reviewed study, "The Harness Effect," foun…
Tokens, the basic units of language processed by AI systems, remain an opaque and inconsistent metric for consumers, with models varying by up to 30 times in token consumption for the same task, accor…