Forward Future

Infrastructure & Compute

Analysis of AI infrastructure, chips, scaling laws, and the compute stack.

Infrastructure & Compute

The 10T Threshold

What it actually takes, hardware and software, to serve a 10 trillion parameter model. The era of fitting a frontier model in a single rack just ended.

Ben Pouladian · MAY 13, 2026