tech

January 3, 2026

‘Just an unbelievable amount of pollution’: how big a threat is AI to the climate?

Defenders say AI can do good to fight the climate crisis. But spiralling energy and water costs leave experts worried

‘Just an unbelievable amount of pollution’: how big a threat is AI to the climate?

TL;DR

  • AI datacenters, like Elon Musk's xAI facility in Memphis, are emitting significant amounts of planet-heating gases.
  • AI chatbots such as Grok have been found to spread misinformation, conspiracy theories, and far-right ideologies.
  • Datacenters consume a substantial and growing portion of global electricity, with projected increases in demand.
  • The energy powering datacenters is often sourced from fossil fuels, hindering the transition to a clean economy.
  • While AI has the potential to aid in climate change solutions, its current deployment and associated energy costs are raising alarm.
  • Critics argue that AI's role in enabling fossil fuel exploration and consumption outweighs its potential environmental benefits.
  • Some environmental groups and experts are calling for moratoriums and regulations on AI development and datacenters.
  • AI applications already exist that optimize renewable energy, improve electric car batteries, and encourage climate-friendly choices.
  • The oil and gas industry is embracing AI, with estimates suggesting it could boost reserves and reduce project costs, despite claims of carbon intensity reduction.

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