AI RESEARCH

Benchmarking Recursive-Collapse Warning Claims Under Matched False-Positive Control

arXiv CS.LG

ArXi:2606.00329v1 Announce Type: cross Recursive systems can enter collapse-like regimes -- self-reinforcing amplification, persistent recursion, and narrowing diversity that mask accelerating internal degradation -- before overt failure becomes visible. We We evaluate the bridge on two frozen public-artifact benchmarks: a segmented public-markets benchmark (Volmageddon 2018, COVID MWCB 2020) and a MovieLens-25M offline deterministic recommender replay.