High-Dimensional Limitations

The current SHAPE implementation struggles in high-dimensional spaces. Compressed memory can still suffer serious information loss in high-dimensional settings. Some constants and bounds may deteriorate rapidly with dimension. Future work includes scalable high-dimensional memory and decomposition.