SEP 3, 2026 · PREPRINT
Guide, Not Bind: Why Defeasible Priors Fail in Augmented Lagrangian Causal Discovery
arXiv
This is a theoretical analysis identifying failure modes in causal discovery algorithms; it raises mechanistic concerns rather than answering an empirical clinical or applied question.
Reported
Suppression rate under DADU87–97%
Graph node range4 to 32
Cost equivalence (correlation-mat…2r²