How AI is accelerating America’s environmental cleanup mission

The U.S. is entering a decisive moment in the global race for artificial intelligence leadership. For the Department of Energy’s Office of Environmental Management — responsible for one of the world’s largest and most complex environmental cleanup missions, AI is not a far-off idea, it is a practical and powerful tool we can use right now to deliver faster, safer, and more cost-effective progress.

Recent directives from President Trump are mobilizing a historic, government‑wide effort to strengthen America’s AI leadership with an urgency comparable to previous great national efforts like the Manhattan Project. The Department of Energy’s Genesis Mission stands as this generation’s great scientific endeavor.  

By bringing together America’s national laboratories, leading AI companies, advanced data infrastructure and decades of scientific datasets, Genesis facilitates significant opportunities for innovation across federal missions. This approach aims to enhance efficiency, cost-effectiveness and responsiveness by supporting human expertise rather than substituting it. 

Over the decades, the Office of Environmental Management has achieved many successes in meeting its cleanup goals, but the scale and complexity of the remaining work require an innovative breakthrough that transforms how we get stuff done.

We’re already seeing the benefits of AI across the environmental management portfolio with programs underway to optimize process flow, improve worker safety, and streamline analytical procedures. 

Across the environmental management tank waste mission, AI and machine learning are accelerating analyses of decades of data, reducing uncertainty and helping move waste out of at-risk conditions more quickly. At the Savannah River Site, digital twins and neural-network models are replicating chemical processing........

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