ENVIRONMENT
Let’s talk about what we’re not talking about enough.
Every time you generate an image, ask a complex question, or run a multi-step AI workflow, you’re consuming electricity and water at a scale that wasn’t part of anyone’s original environmental calculations. The numbers have become impossible to ignore.
The Numbers That Should Worry You
Generating a single AI image consumes roughly the same electricity as charging a smartphone 150 times. A complex reasoning query from a frontier model uses more water for cooling than making a cup of tea. Multiply that by billions of daily interactions and you have a meaningful infrastructure problem.
Data centres are now competing with hospitals and housing for grid capacity in regions that were never designed to support them. In parts of the American Midwest and the Republic of Ireland, AI infrastructure is straining local energy networks to the point where other developments are being refused planning permission.
“Data centres are now competing with hospitals for grid capacity in regions that were never designed to support them.”
The Industry’s Response Has Been Inadequate
The standard response from AI labs is a combination of efficiency improvements, renewable energy commitments, and carbon offset purchases. None of these are credible at current growth rates. Efficiency gains are being outpaced by demand growth. Renewable energy commitments are often paper thin. And carbon offsets are increasingly discredited as an accounting trick rather than a genuine solution.
Who Should Pay?
This is the question nobody in the industry wants to answer directly. If the true environmental cost of AI were priced into the product, many use cases that seem trivially cheap today would become economically marginal. That would slow adoption, reduce revenue, and undermine valuations.
Which is precisely why it hasn’t happened, and why external pressure — from regulators, from institutional investors, from informed consumers — is the only mechanism likely to move this.
Tags: Artificial Intelligence • Opinion • Technology & Society • 192.168.1.22/