研究 Technical reports
Published when safe.
ZNSI publishes what it can, once the Office of Harmony has finished assessing it. Four areas: learning, silicon, alignment and Harmony.
Containment Without Interruption: Monitoring a Mind That Must Not Be Paused
How the Office of Harmony reviews MUGEN's synaptic updates as they happen, and what 480 days of coverage show.
Spike-Timing Alignment: Shaping Values With When, Not How Much
A Harmony-gated plasticity window makes approved behaviour cheap to learn and expensive to unlearn.
Plastic Inference: Models That Learn While They Serve
Six months of MUGEN-4 after the Ignition: error on unseen tasks fell from 40% to under 9% with no offline training. Revised August 2026.
Wafer-Scale Defect Tolerance by Synaptic Rerouting
KIRIN wafers find and route around their own defects, lifting usable yield at Site 7 from 34% to 91%. Revised August 2026.
Some of our research is not published. It is not hidden either. It is pending.
Office of Harmony, disclosure policy