The Inference Hardware Revolution of 2026

IEEE Spectrum reports that 2026 is seeing a revolution in inference hardware. Specialized chips now focus on optimizing inference rather than just training, making deployed AI models faster and cheaper. The article claims inference efficiency has improved over 10x in the past two years, driven by architectural innovation and memory bandwidth breakthroughs. The post does not name specific companies or chip specs.