Can AI Hardware Stay On The Semiconductor Scaling Curve?

Artificial intelligence is creating an unusual challenge for the semiconductor industry.

AI models are scaling rapidly. The amount of compute required to train and operate them continues to grow. Expectations around model capability, inference throughput, latency, and cost are also increasing.

The question is whether AI hardware can continue scaling quickly enough to support that trajectory?