The evolution of software architecture is contributing to increasing energy consumption.

The overwhelming contributor to energy consumption in AI processors is not arithmetic; it’s the movement of data.

TL;DR: Research in both biocomputing and neuromorphic computing may hold the key to better computer energy efficiency. By drawing inspiration from nature's own efficient systems, such as the human ...