Jul 11, 2025
1 min
Carnegie Mellon University, long known for its prowess in computer science and engineering, is now emerging as a key innovator within America’s energy landscape. As AI models grow more powerful, so too does their appetite for energy, straining an aging and outdated grid and prompting urgent questions about infrastructure, security and access. From reimagining AI data centers to modernizing and securing the electric grid, CMU researchers are working on practical solutions to pressing challenges in how the U.S. produces, moves and secures energy.
Learn what CMU experts have to say about their Work That Matters.
Zico Kolter researches how to make deep learning algorithms more robust, safer, and understand how data impacts how models function.
Dimitrios Skarlatos is redesigning AI data center infrastructure to improve energy efficiency.
Granger Morgan's research addresses problems in science, technology and public policy.
Audrey Kurth Cronin's research explores how governments and private actors use accessible technologies.
Vyas Sekar seeks to develop more rigorous foundations for securing tomorrow’s electric energy grid
Larry Pileggi is a specialist in the automation of integrated circuits, and developing software tools for the optimization of power grids.
1 min
Carnegie Mellon University experts are developing practical solutions for a fast-changing energy system. Their work modernizes infrastructure, accelerates innovation and harnesses AI for a more efficient and resilient future at a moment when the stakes for national competitiveness and public well-being have never been higher. Learn what CMU experts have to say about their Work That Matters.
1 min
In a 2024 paper, researchers from Carnegie Mellon University and machine learning development corporation Hugging Face found that generative AI systems could use as much as 33 times more energy to complete a task than task-specific software would. “The climate and sustainability challenge can be overwhelming in the amount of new clean technology that we have to deploy and develop, and the ways that the energy system has to evolve,” said Costa Samaras, head of the university-wide Wilton E. Scott Institute for Energy Innovation. “The scale of the challenge alone can be overwhelming to folks.” However, Carnegie Mellon University’s standing commitment to the United Nations' Sustainable Development Goals and its position as a nationally recognized leader in technologies like artificial intelligence mean that it is uniquely positioned to address growing concerns around energy demand, climate resilience and social good.
2 min
The hit Apple TV show 'Severance' offers a tempting alternative to balancing work and home life by using neural implants to entirely split the memories. But according to Carnegie Mellon University neuroscientist Dr. Alison Barth, this work-life separation is somewhat possible even without an implant. In an interview, Dr. Barth explains: "We all experience some compartmentalization between our private and our work lives. Having a different location where you work and play makes that easier, but the cues for 'life' and 'work' can be as simple as time of day, or what your computer screen looks like." In addition, she says humans can "easily move in and out" of our work and personal worlds, and that there are many examples of people whose work and private lives are completely 'severed'. CMU neuroscientist Alison Barth shares her thoughts on the TV thriller Severance As far as the feasibility of technology to control our memories for us, Dr. Barth says: "I don't think that it is possible to program people so that they simply cannot access memories outside of a particular space and time." And she further warns of the dangers of such a separation: "The potential for abuse and lack of accountability are horrifying. In Severance, the office workers have little notion of what their work is. It would be hard to hold them accountable in a court of law. Severance is perfectly suited to corporate malfeasance," she explained. Watch Alison Barth's CMU Experts video below to learn more about her research seeking to understand how experience transforms the properties of neurons to encode memory.
Check out some other posts from Carnegie Mellon University
1 min
Carnegie Mellon University experts are developing practical solutions for a fast-changing energy system. Their work modernizes infrastructure, accelerates innovation and harnesses AI for a more efficient and resilient future at a moment when the stakes for national competitiveness and public well-being have never been higher. Learn what CMU experts have to say about their Work That Matters.
1 min
In a 2024 paper, researchers from Carnegie Mellon University and machine learning development corporation Hugging Face found that generative AI systems could use as much as 33 times more energy to complete a task than task-specific software would. “The climate and sustainability challenge can be overwhelming in the amount of new clean technology that we have to deploy and develop, and the ways that the energy system has to evolve,” said Costa Samaras, head of the university-wide Wilton E. Scott Institute for Energy Innovation. “The scale of the challenge alone can be overwhelming to folks.” However, Carnegie Mellon University’s standing commitment to the United Nations' Sustainable Development Goals and its position as a nationally recognized leader in technologies like artificial intelligence mean that it is uniquely positioned to address growing concerns around energy demand, climate resilience and social good.
2 min
The hit Apple TV show 'Severance' offers a tempting alternative to balancing work and home life by using neural implants to entirely split the memories. But according to Carnegie Mellon University neuroscientist Dr. Alison Barth, this work-life separation is somewhat possible even without an implant. In an interview, Dr. Barth explains: "We all experience some compartmentalization between our private and our work lives. Having a different location where you work and play makes that easier, but the cues for 'life' and 'work' can be as simple as time of day, or what your computer screen looks like." In addition, she says humans can "easily move in and out" of our work and personal worlds, and that there are many examples of people whose work and private lives are completely 'severed'. CMU neuroscientist Alison Barth shares her thoughts on the TV thriller Severance As far as the feasibility of technology to control our memories for us, Dr. Barth says: "I don't think that it is possible to program people so that they simply cannot access memories outside of a particular space and time." And she further warns of the dangers of such a separation: "The potential for abuse and lack of accountability are horrifying. In Severance, the office workers have little notion of what their work is. It would be hard to hold them accountable in a court of law. Severance is perfectly suited to corporate malfeasance," she explained. Watch Alison Barth's CMU Experts video below to learn more about her research seeking to understand how experience transforms the properties of neurons to encode memory.
