Beyond Equation Search: Conjecture-Guided Discovery with SCOPE and ClosureBench.

arXiv:2610.18938v1 Announce Type: new Abstract: Most symbolic regression methods optimize candidate equations, but improving an equation's fit does not establish whether its underlying scientific conjecture should be retained, revised, or rejected. A conjectur