New analog computing method slashes AI training energy use

Phys.org — AI & Machine LearningWednesday, December 17, 2025 at 5:32:40 PM
New analog computing method slashes AI training energy use
  • A new analog computing method has been developed that significantly reduces the energy consumption associated with training artificial intelligence models, addressing the growing concern over the environmental impact of AI technologies. This innovation comes at a time when the energy demands of AI, such as those seen with ChatGPT, are under scrutiny, with estimates suggesting that a single query can consume as much energy as an average U.S. home does in a minute.
  • This advancement is crucial for companies like OpenAI, as it not only helps mitigate the environmental footprint of their AI products but also aligns with increasing regulatory and public pressure to adopt sustainable practices. By reducing energy consumption, OpenAI can enhance the appeal of its technologies to environmentally conscious consumers and investors, potentially influencing market dynamics.
  • The development of this new computing method reflects a broader trend in the AI industry towards sustainability and efficiency, as stakeholders recognize the need to balance technological advancement with ecological responsibility. As AI continues to permeate various sectors, the push for greener technologies will likely shape investment strategies and innovation priorities, highlighting the importance of responsible AI development in the face of rising energy costs and climate concerns.
— via World Pulse Now AI Editorial System

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