{
  "id": 18252121,
  "title": "Today's Work, Tomorrow's Workforce: Incentivizing Learning in AI-Assisted Work",
  "url": "https://urgent.news/2026/11/04/todays-work-tomorrows-workforce-incentivizing-learning-in-ai-assisted",
  "topic": "ai",
  "section": "AI",
  "published": "2026-11-04T11:07:26.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2611.06346v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "At work, people develop skills through experience: novices acquire skills by completing tasks, while experts retain theirs through continued practice. AI assistance changes this process by offering workers a choice between solving tasks independently and accepting the AI's answers. While relying on AI saves immediate effort, it can also displace the practice needed to acquire and retain skills,…",
  "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."
}