Blog

Notes on process, research directions, and what we are learning.

Apr 1, 2026Research

Encoding a 1080p image into a quantum state

A 1080p image has over two million pixels. With 45 logical qubits you can hold the entire frame in superposition. Here is how the encoding works and what operations become faster once you do.

Mar 20, 2026Lab

Why we are starting as an applied research lab

Training GPT-4 consumed more than 50 gigawatt-hours of electricity. We think this is inevitable given transformer scaling laws — so we are solving it from the architecture up, not the optimization down.