{
  "id": 4638519,
  "title": "AI and Employment: So Far, So Good",
  "url": "https://urgent.news/2026/08/31/ai-and-employment-so-far-so-good",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-31T11:20:30.000Z",
  "source": {
    "name": "Marginal Revolution",
    "slug": "marginal-revolution",
    "url": "https://marginalrevolution.com/marginalrevolution/2026/08/ai-and-employment-what-the-firms-say.html"
  },
  "original_language": "en",
  "account": "In September 2023, the Census Bureau included AI-related questions in its Business Trends and Outlook Survey. Initially, about 3.7% of businesses reported using AI to create goods and services in the previous two weeks. By late 2025, the percentage had increased to around 10%. The Bureau later broadened the question to encompass AI's role in any business function, leading to a measured adoption rate of about 18% in November 2025. The Census Bureau has asked about AI's impact on employment twice: initially, 2.8% of firms using AI saw a 2.8% increase in employment, 2.6% witnessed a 2.6% decrease, and 94.6% reported no change. Two years later, in the November 2025 to February 2026 supplement, the changes were slightly lower: 2.3% increase, 2.0% decrease, and 95.7% reported no change. Employment changes were similar across firm sizes. Some sectors, particularly information, reported more AI adoption, with fewer than 92% reporting no change. Overall, almost all firms reported no change in employment, with about an even split between those reporting an increase and a decrease. Among firms using AI, 44% stated that it enhanced or supplemented existing work, while 10% said it took over tasks previously done by employees. Eleven percent reported introducing new tasks. Among generative AI users, 85% cited writing or editing documents and emails as the primary use, while 50% searched for information, 45% summarized documents, and 13% coded. The share of firms reporting that AI took over \"a large number\" of tasks rose from 2.4% to 7.1%, while those reporting \"a moderate number\" increased from 13% to 22%. However, only about a tenth of AI adopters, which accounts for roughly a fifth of firms, experienced such significant task substitution. Employing firm-weighted estimates yielded similar results. The Census Bureau's extensive sample provides direct evidence that, among firms using AI, the overwhelming majority do not yet report any effect on total employment. This aligns with Tyler and the author's earlier assertion that AI's impact on employment remains minimal so far.",
  "summary": "In September 2023, the Census Bureau added questions about AI to its Business Trends and Outlook Survey. Census asked hundreds of thousands of businesses whether they had used AI in the previous two weeks to produce goods and services. At that time, 3.7% said yes; by late 2025 the figure had reached about 10%. (In […] The post AI and Employment: So Far, So Good appeared first on Marginal…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}