Selected systems / 04

Project atlas

Four research systems, each shown through its native evidence and implementation.

Modeled / Biological system

Cell Engine

Quantitative biochemical state, stochastic processes, and interactive 3D anatomy in one source-traceable hepatocyte system.

Open project → Code →

Modeled / Biological system

Source-traceable 3D hepatocyte simulation.

270+ tests Open → Code →

Audited / Computer vision

Demographic audit atlas at dataset scale.

1.6M+ frames Code →

Exported / Edge AI

Training to inspectable exported tensors.

7-12-8-1 → C++ Trace → Code →

Verified / Reliable AI

Claims traced to supporting source evidence.

3-agent pipeline Demo → Code →