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MLKN.lab — Multi-Layered Knowledge Network Ideas Laboratory — MLKN.lab is a computational metascience initiative dedicated to mapping, modeling, and quantifying the epistemic topology of global scientific discovery.
Autonomy-Dissolver Reasoning Engine: causal discovery that converts apparent autonomy into mechanism — with CI-verified, seed-exact reproduction of every published number.
Reproducible GHSA study of Fludd's 1617 Utriusque Cosmi Historia: a typed relational graph encodes the monochord's proportional grammar; six invariants are subjected to a seeded N=100 perturbation regime and a stability surface is measured. E0–E3 evidence never collapsed; the experiment is the authority.