Research
163d agoCascade‑Aware Routing Mitigates Failure Cascades
Researchers at ArXiv unveil a lightweight strategy that makes multi‑agent routing aware of graph geometry. By tracking failure history on time‑indexed execution graphs, the method predicts cascade risk in tree‑like versus cyclic delegation patterns.
The Signal
The approach blends online geometry control with spatio‑temporal sidecars, reducing system‑wide failure costs without heavy overhead.