{
  "id": 4762873,
  "title": "AI adoption at work is broad but shallow",
  "url": "https://urgent.news/2026/08/31/ai-adoption-at-work-is-broad-but-shallow",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-31T23:43:37.000Z",
  "source": {
    "name": "The Register",
    "slug": "the-register",
    "url": "https://www.theregister.com/ai-and-ml/2026/09/01/ai-adoption-at-work-is-broad-but-shallow/5293545"
  },
  "original_language": "en",
  "account": "Economists have assessed the impact of generative AI adoption on various occupations and found that adoption is widespread but limited in depth. While generative AI reaches 80% of occupations and over 40% of tasks, fewer than half of workers in most occupations actually adopt it. Occupations in management, professional sectors, particularly those related to finance, business, and computers, show higher adoption rates, while personal service occupations and jobs requiring manual activity or interpersonal interaction have lower adoption rates. This discrepancy in adoption rates is due to the methods used by AI companies to measure exposure, such as Anthropic, Microsoft, and OpenAI, which are based on chat logs. These methods tend to overstate the relevance of generative AI to workers' jobs compared to data from the US Department of Labor's O*NET database. Despite the broad reach of generative AI in occupations and tasks, few occupations exhibit very high adoption rates. Only about 15% of occupations have adoption rates above 70%, and in terms of tasks, only 2.8% exceed 50% adoption, with none surpassing 70%. Overall, 55% of US adults aged 18-64 have used generative AI for non-work reasons, and 45% have used it for work, resulting in an overall adoption rate of 62%. The researchers emphasize that understanding why some workers adopt AI while others do not is as crucial as identifying the tasks it can handle.",
  "summary": "GenAI now reaches 80% of occupations, but in most of those fewer than half of workers use it",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 2,
    "also_reported_by": [
      {
        "outlet": "The Register Science",
        "title": "AI adoption at work is broad but shallow",
        "url": "https://urgent.news/2026/08/31/ai-adoption-at-work-is-broad-but-shallow-4766317",
        "published": "2026-08-31T23:43:37.000Z"
      }
    ]
  },
  "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."
}