Stephen Whitelam, a researcher whose work spans thermodynamic theory and machine learning, has described a framework for ...

Researchers generated images from noise, using orders of magnitude less energy than current generative AI models require.

Thermodynamic computing uses physical energy flows instead of fixed digital circuits to perform AI calculations Image data is allowed to degrade naturally through tiny fluctuations in the computer’s ...

A first-of-its-kind computer can perform calculations using the random “noise” that is inherent in our world. It is built using standard commercial components and could eventually run artificial ...

Jan. 23, 2024, NEW YORK — Normal Computing, a deep tech AI startup founded by former Google Brain and Alphabet X engineers to develop full-stack applications with enterprise reliability, today ...

Every computing system, biological or synthetic, from cells to brains to laptops, has a cost. This isn’t the price, which is easy to discern, but an energy cost connected to the work required to run a ...