{
  "id": 18789308,
  "title": "Is Mandating AI Use in the Workplace Backfiring?",
  "url": "https://urgent.news/2026/11/07/is-mandating-ai-use-in-the-workplace-backfiring",
  "topic": "ai",
  "section": "AI",
  "published": "2026-11-07T20:53:00.000Z",
  "source": {
    "name": "Slashdot",
    "slug": "slashdot",
    "url": "https://it.slashdot.org/story/26/11/07/2051225/is-mandating-ai-use-in-the-workplace-backfiring"
  },
  "original_language": "en",
  "account": "Some companies are mandating the use of artificial intelligence in the workplace, while others are requiring employees to generate a certain number of tokens or spend a specific amount of time interacting with AI platforms. This approach, according to Arvind Karunakaran, an assistant professor at Stanford University, may not yield the desired outcomes. Many employers are making common mistakes when implementing AI usage policies, according to Karunakaran. He explains that consuming a large number of tokens does not necessarily result in creating substantial value. Additionally, the rapid adoption of AI tools is outpacing the pace at which organizations are prepared. While AI has been found to enhance productivity and innovation, one-third of surveyed organizations anticipate AI-related layoffs in the near future. Mandating AI use without considering employee benefits can lead to disengagement and a feeling of being undervalued. Karunakaran's research indicates that in the short term, mandating AI tools may boost productivity. However, in the long-term, employees may perceive their contributions as insignificant. To encourage positive engagement with AI, Karunakaran recommends providing employees with opportunities to explore and share their experiences and success stories. Many workplaces still fail to involve their employees in the decision-making process regarding AI adoption. According to a Gallup and Jobs for the Future report, more than half of the employees feel they have less influence than they desire on introducing new technologies in the workplace.",
  "summary": "Some workplaces are holding mandatory AI training sessions, while others \"are requiring employees to use a specific number of tokens,\" reports the Washington Post, \"or log a certain amount of time on AI platforms.\" The article's headline? \"Why mandating AI use in the workplace can backfire.\" [A] lot of employers are going about it the wrong way, said Arvind Karunakaran, an assistant professor of…",
  "key_points": [
    "Mandating AI use may backfire, according to Stanford professor Arvind Karunakaran",
    "Consuming many tokens doesn't guarantee substantial value creation",
    "Employees may feel undervalued and disengaged without considering benefits"
  ],
  "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."
}