Sorting-algorithm dynamics analyzed through mechanistic signatures, perturbations, and robustness assays.

Intervention framework for proof-search structure: centralized MCTS maps proof families, basin stability, and search efficiency, while distributed MCTS tests how collective control changes access to that landscape.

Distributed Flow Lenia search, compendium indexing, and replay tools for studying persistent forms and behavior.

Jolt simulations that compare local material-memory updates against memory-free and damping-only controls.