AI, Energy Use, and the Push for Smarter Growth

February 19, 2026 / Melody Smith / Comments Off on AI, Energy Use, and the Push for Smarter Growth

Artificial intelligence (AI) is moving fast and powering some of the most exciting advances in technology. At the same time, it uses a lot of energy. Training large AI models requires massive computing resources and the data centers that support them can consume as much electricity as small cities. This has raised real questions about carbon emissions, sustainability and how the tech industry can grow responsibly. This interesting topic came to us from AI Magazine in their article, “Can AI Solve Its Own Energy Problem With Machine Learning?“

Much of the energy demand comes from the size and complexity of today’s AI models. Training a single large model can produce emissions comparable to years of driving a car. As AI tools become more common, the pressure on energy systems continues to increase, drawing attention from policymakers, environmental groups and technology leaders alike.

There is also reason for optimism. Many of the same machine learning techniques driving AI growth are being used to make systems more efficient. New approaches reduce unnecessary computing while maintaining performance, which helps lower overall energy use. Data centers are also increasingly powered by renewable energy, and hardware is becoming more energy efficient.

Beyond its own footprint, AI is helping other industries manage energy better. From optimizing supply chains to improving power grid performance, AI is proving it can be part of the solution as well as the challenge.

Melody K. Smith

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Melody Smith

Melody K. Smith has provided organizational, social media and digital communication services to a large non-profit for the past twenty years. Prior to that she championed employee engagement and communications in the healthcare field. She holds a Bachelors degree in Marketing. When not wrangling and writing TaxoDiary content for your reading pleasure, Melody writes fiction, rescues dogs and throws legendary dinner parties.