Research
Experiments and benchmarks
Simulation, learned systems, cryptographic acceleration and independent market research. Methods and raw data are published alongside results — including the runs that did not work.

activeresearch
GPU Ocean / SPH Simulation
Smoothed-particle hydrodynamics on the GPU. Boundary forces, stability under large timesteps, and honest frame budgets.
44%
- Current milestone
- Boundary-force implementation
- Next milestone
- Surface reconstruction pass · €75 / €400

activeresearch
Neural Cellular Automata / Digital Nature
Growth, repair and morphogenesis in learned local rules — and what that implies for self-healing systems.
31%
- Current milestone
- Regeneration training runs
- Next milestone
- Damage-recovery metrics report

activeresearch
Independent Market & Price Oracle Research
Independent price discovery: source diversity, manipulation resistance, and latency versus correctness tradeoffs.
26%
- Current milestone
- Source divergence dataset
- Next milestone
- Manipulation-cost model