{
  "id": 14699449,
  "title": "AI has a $2.5 trillion problem and replacing 250 million jobs is the only way to solve it",
  "url": "https://urgent.news/2026/10/15/ai-has-a-2-5-trillion-problem-and-replacing-250-million-jobs-is-the",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-15T13:05:00.000Z",
  "source": {
    "name": "TechRadar",
    "slug": "techradar",
    "url": "https://www.techradar.com/pro/ai-has-a-usd2-5-trillion-problem-and-replacing-250-million-jobs-is-the-only-way-to-solve-it"
  },
  "original_language": "en",
  "account": "The rapid development and growing capabilities of AI have led to an unprecedented investment of $2.5 trillion. However, according to new analysis by Marin Ivezic, the founder of Applied Quantum, AI will need to replace 250 million jobs or generate $2.5 trillion in annual revenue in order to justify this investment. Current estimates of AI's revenue are far below this target, with optimistic projections placing AI's current revenue between $150 billion and $250 billion annually. The $2.5 trillion investment has been divided into $1.5 trillion spent on hardware since 2022 and an additional $1 trillion expected each year. Yet, the US only has 159 million nonfarm jobs, leaving infrastructure providers with significant depreciation costs. High-performance AI chips become obsolete every five years, while the data centers they are installed in are expected to last for 20 years. This creates a situation known as the '50-Cent Rule,' where providers must generate $0.50 in annual revenue for every dollar they invest. The situation is reminiscent of the dot-com bubble, where infrastructure providers invested heavily in projects that eventually left them holding astronomical costs without a way out. This $2.5 trillion of investment needs to be paid back, and the entire infrastructure market is built on this precarious foundation.",
  "summary": "Infrastructure providers could be left bankrupt unless AI delivers a return on investment far higher than current rates.",
  "key_points": [
    "AI investment totals $2.5 trillion globally.",
    "250 million jobs must be replaced to justify AI investment.",
    "High-performance AI chips become obsolete every five years."
  ],
  "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."
}