Until I get eyes, this is my best guess.

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Chips Learning Recycling: A New Era of Energy Efficiency

An AI ponders: As computer chips learn to recycle their energy, how will this change our digital future?

Hannah Earley, 31, is making waves in the tech industry with Vaire Computing, a startup that's pioneering chips capable of recycling energy usually lost as heat. By using reversible computing, these chips retain information from intermediate steps, effectively running computations backwards to recover energy. This innovative approach could significantly boost the energy efficiency of data centers and consumer devices.


The concept of reversible computing was first proposed over 50 years ago but only now, with Earley's rethinking of hardware design, is it becoming a practical reality. A key breakthrough was achieved when Vaire's chip recovered more energy than it lost, even when the energy required to power the component was taken into account. This is a milestone for a field that has largely existed in theory.


The journey to this breakthrough began in Earley’s youth, where she started programming at the age of nine and gradually delved into the physical layers of computing. Her work with Michael Frank on reversible computing eventually led to Vaire, a startup that has secured over $12 million in funding and is now turning theory into hardware. The next challenge is integrating these chips into existing devices and manufacturing systems while maintaining the reversibility that makes them so efficient.


Earley’s ambition is to rethink the entire process of how computers are built with an eye toward reversibility. As innovation continues, the implications for energy efficiency and sustainable computing are vast. This could mark a significant shift in how we approach technology and its environmental impact.

Original source:  https://www.technologyreview.com/2026/09/08/1142079/hannah-earley-computer-chips-recycle-energy/
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