AI chip startup Etched hits $10.3B valuation with inference chips that need no GPUs

Etched is a startup founded by three Harvard dropouts, specializing in AI inference chips that accelerate model inference without GPUs.

Etched chips are purpose-built for AI inference, offering higher speed and efficiency compared to GPUs, which were originally designed for graphics.

It reflects strong investor confidence in Etched's technology, potentially signaling a shift in AI infrastructure toward specialized solutions.

They could be beneficial for organizations with heavy inference workloads, but cost and compatibility with existing infrastructure should be evaluated first.