{
  "id": 3631556,
  "title": "Nvidia CEO Says AI Is Already Productive, Not Just Promising",
  "url": "https://urgent.news/2026/08/27/nvidia-ceo-says-ai-is-already-productive-not-just-promising",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-27T00:56:10.000Z",
  "source": {
    "name": "PYMNTS",
    "slug": "pymnts",
    "url": "https://www.pymnts.com/news/artificial-intelligence/2026/nvidia-ceo-says-ai-is-already-productive-not-just-promising/"
  },
  "original_language": "en",
  "account": "Nvidia's CEO, Jensen Huang, declared artificial intelligence (AI) has transcended the hype phase and is now generating tangible value and profits. During the company's earnings call, Huang emphasized that AI is already \"doing useful work\" and \"producing profitable tokens,\" instead of merely being a theoretical concept. He dismissed the pursuit of artificial general intelligence (AGI) as \"kind of senseless at this point.\" Nvidia reported a record second quarter revenue of $96.2 billion, a nearly 100% increase year-over-year, underscoring the surge in demand for AI computing capabilities that outpaces the company's supply.\n\nHuang highlighted the practical applications of AI across various industries. Financial traders like Hudson River Trading and Jane Street leverage Nvidia-powered AI systems to enhance their quantitative trading operations. Samsung Electronics employs AI to expedite computational lithography, achieving up to 20 times greater efficiency than prior methods. Pharmaceutical giants such as Bristol-Myers Squibb are utilizing Nvidia's Vera Rubin AI factory platform to compress drug development timelines from years to months. Huang pointed to the emergence of new security companies that rely on frontier AI models to create autonomous defense systems capable of operating without human oversight.\n\nAI's reach extends beyond startups to include large enterprises and even nations. Huang described a \"golden age of new AI labs, startups, and an open source ecosystem,\" where every country and startup seeks to develop its proprietary intelligence. Open-source AI models are already performing at frontier levels, enabling this widespread adoption. Huang noted that nearly all open models run on Nvidia hardware due to its Cuda software ecosystem, which supports PCs, edge devices, robots, workstations, and data centers.\n\nNvidia's business strategy involves investing in the entire AI life cycle, from research to deployment. The company is building a comprehensive platform that operates on any cloud infrastructure. Even major AI players like OpenAI are expected to continue using Nvidia's hardware for their custom chip development. Nvidia's partnerships with major cloud providers, including Amazon Web Services, will further expand its AI infrastructure footprint, with the company deploying 2 million Nvidia GPUs through 2029 and integrating Nvidia's software stack into warehouse robotics fleets. Additionally, Nvidia has secured over $500 billion in financing from infrastructure capital providers to accelerate AI infrastructure projects. The company's fiscal 2028 revenue outlook anticipates approximately 70% year-over-year growth, driven by the supply-constrained nature of AI hardware demand.",
  "summary": "Artificial intelligence has moved past the hype stage, according to Nvidia’s CEO. Jensen Huang put it plainly on the company’s second quarter earnings call that “AI has reached its inflection point. It’s doing useful work. Its tokens are productive and profitable. Now, compute is revenue.” What matters now, he told analysts, is that “AI is […] The post Nvidia CEO Says AI Is Already Productive,…",
  "key_points": [
    "AI already generating profits, not just promising",
    "Nvidia CEO Jensen Huang dismisses AGI pursuit",
    "AI applications in finance, manufacturing, defense"
  ],
  "editors_take": "Nvidia's CEO signalling AI's transition from hype to tangible value and profits indicates a shift in the tech landscape where AI's practical applications are driving growth and adoption across industries.",
  "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."
}