Research.

Everything we measured, in one place.

Each result ran on our own gateway before it shipped as a claim. Read the paper, reproduce the number.

Reliability

Five modes across two axes. The severe ones return HTTP 200 and corrupt state.

arXiv:2607.17525

Benchmark

99.20% of context survived across 750 injected failures.

arXiv:2607.15899

Interpretability

One three-phase structure, held across three model families.

arXiv:2606.09287

Architecture

State norm stays 110x lower at 1,000 tokens.

arXiv:2605.11196